------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 1 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 250 (NUMBER WITH NONZERO WEIGHT = 250) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 16 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 9.42923366D-04 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 3.16000015D-01 NO 3.16455682D+00 4.64159D-06 2 3.06400005D-02 NO 3.26370752D+01 4.64159D-06 3 -3.43199994D-04 NO 2.91375297D+03 4.64159D-06 4 0.00000000D+00 NO 2.91375297D+04 4.64159D-06 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.584D-01 5.000D-04 N,1 1.111D+00 5.000D-04 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 8.30546D-04 1.1918D-01 1.1918D-01 7.508D-01 YES 1 TO 3 1.33985992D-01 3.91806997D-02 -4.37187714D-04 4 1.27320507D-07 2 23 8.30546D-04 2.2204D-16 1.5632D-20 5.298D-10 YES 1 TO 3 1.33985992D-01 3.91806997D-02 -4.37187714D-04 4 1.27320508D-07 3 34 8.30546D-04 1.5543D-15 2.7932D-19 3.406D-09 YES 1 TO 3 1.33985992D-01 3.91806997D-02 -4.37187713D-04 4 1.27320504D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 3 (NUMBER OF ITERATIONS) NFEV = 34 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 1.16D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 8.30545707D-04 --- RESIDUAL STANDARD DEVIATION = 1.83744444D-03 DEGREES OF FREEDOM = 246 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.33985992D-01 5.1716D-02 3.21224184D-02 TO 2.35849565D-01 2 3.91806997D-02 4.2993D-03 3.07125090D-02 TO 4.76488904D-02 3 -4.37187713D-04 1.0491D-04 -6.43823095D-04 TO -2.30552331D-04 4 1.27320504D-07 7.7214D-07 -1.39352849D-06 TO 1.64816950D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.85521961D-02 6.24097009D-02 -9.53433494D-02 -1.18508870D-01 5 TO 8 -2.57188808D-02 -4.93289958D-02 -9.34560209D-02 -1.17200045D-01 9 TO 12 -2.11580079D-02 -1.15890590D-01 8.00879854D-04 -1.38574449D-01 13 TO 16 -3.60615534D-02 -1.39287902D-01 -1.51018030D-02 -9.84312009D-02 17 TO 20 -1.30704354D-02 -6.79312195D-02 3.94721185D-02 -5.72371854D-03 21 TO 24 -1.28022844D-01 -3.13693438D-02 1.65615935D-03 9.53829271D-02 25 TO 28 -2.22873391D-01 5.37750971D-02 1.16505409D-01 -4.39661046D-02 29 TO 32 -7.68815776D-02 7.33849654D-02 2.16693982D-01 4.27125852D-02 33 TO 36 -1.46904560D-03 1.22357399D-01 9.29371669D-02 4.08485537D-02 37 TO 40 6.24863213D-02 -6.72779475D-03 1.55487470D-02 -3.82055827D-02 41 TO 44 1.15196667D-01 6.13349897D-02 6.69370828D-02 1.19210595D-01 45 TO 48 1.12757235D-01 1.23837977D-01 2.06548619D-01 1.05615067D-01 49 TO 52 2.06886191D-01 1.33270461D-01 2.93632726D-01 -5.74775536D-02 53 TO 56 -1.88208596D-01 -1.35071055D-01 -8.34747197D-02 -8.35160694D-02 57 TO 60 -4.20379123D-02 -2.87850629D-01 -1.86444293D-01 -1.25515684D-01 61 TO 64 3.73688496D-02 6.88951968D-02 6.25154733D-02 -3.98002403D-02 65 TO 68 -7.21197860D-02 7.35915733D-02 1.17223425D-01 1.73219977D-02 69 TO 72 1.32998520D-01 -6.92814229D-03 -3.26587522D-02 -4.61859485D-02 73 TO 76 9.51964477D-02 -1.19258963D-01 -1.27017362D-01 -7.10592399D-02 77 TO 80 -4.76946461D-02 -1.28861908D-02 -5.48424760D-03 3.41282577D-02 81 TO 84 -4.92852240D-02 1.06338487D-01 -5.75258715D-04 4.59903777D-03 85 TO 88 -2.22740739D-02 4.55039280D-02 2.02230947D-02 3.16751323D-02 89 TO 92 -4.16674294D-02 6.89262734D-02 8.07419406D-02 1.68772961D-01 93 TO 96 2.03208234D-01 3.79622784D-02 1.52686009D-01 1.98570440D-01 97 TO 100 1.44607494D-01 9.77711182D-02 1.58319084D-01 9.95363875D-02 101 TO 104 5.92785898D-02 1.36436644D-02 -2.01326052D-02 -2.34190861D-02 105 TO 108 2.37175803D-02 2.95883398D-02 4.37439427D-02 5.40271744D-02 109 TO 112 2.72315671D-02 1.96803738D-02 5.22127541D-02 6.11549409D-02 113 TO 116 3.65259745D-02 6.48453333D-02 2.24085101D-02 -3.27095739D-02 117 TO 120 -2.85468269D-02 -1.93715263D-02 -2.99761861D-02 7.36348659D-02 121 TO 124 4.35799014D-02 3.74649416D-02 -2.28355128D-02 -3.93672187D-02 125 TO 128 6.31316912D-03 8.20883156D-02 -2.20263198D-01 -6.49687794D-02 129 TO 132 -7.47658815D-02 -1.37706121D-01 2.40627125D-02 7.82172278D-02 133 TO 136 -4.93178618D-03 1.89928030D-02 -6.97016794D-02 -3.06288082D-02 137 TO 140 -1.06218569D-01 2.94489340D-02 -4.27672237D-02 3.82627279D-02 141 TO 144 -7.26603979D-02 -9.12601891D-03 -1.02684548D-01 -1.41889861D-01 145 TO 148 -6.25705939D-02 2.53245014D-02 -4.51903193D-02 5.22436650D-02 149 TO 152 -6.32598887D-02 -6.22472058D-02 -2.49536524D-02 -4.83850728D-02 153 TO 156 1.36045190D-02 2.35279771D-02 5.03563853D-02 3.45856519D-02 157 TO 160 -4.20522641D-04 1.24627233D-02 3.98650647D-02 2.07242847D-02 161 TO 164 -4.18292176D-02 -2.70713459D-02 5.55236230D-03 -7.04770197D-03 165 TO 168 -2.67643964D-02 -1.77012717D-02 2.29978526D-02 4.80329637D-03 169 TO 172 -2.08049584D-02 -2.37925535D-03 2.73368191D-02 1.65592861D-02 173 TO 176 -3.16013749D-02 -1.69419105D-02 1.81571786D-02 3.81514971D-02 177 TO 180 3.23036693D-03 9.99734185D-03 3.71866562D-02 -2.81300323D-04 181 TO 184 -1.19571593D-01 -8.64776642D-02 -5.29331834D-02 -5.14529616D-02 185 TO 188 -7.24104964D-02 -3.37328636D-02 -1.18189179D-02 1.35764755D-02 189 TO 192 -2.23828828D-02 -1.16306221D-02 2.92982185D-02 1.96958506D-02 193 TO 196 -3.08421252D-02 -6.91680906D-02 6.52164241D-03 -2.58821843D-02 197 TO 200 2.98292024D-02 6.02654202D-02 -4.38627322D-02 -4.28852632D-03 201 TO 204 2.36406271D-02 3.85260527D-02 9.41281686D-03 -7.99689971D-02 205 TO 208 5.33534697D-02 1.10929411D-01 -9.83962822D-02 -1.01559501D-01 209 TO 212 -3.45272718D-02 -1.02892500D-03 -2.95177806D-02 -2.66145576D-02 213 TO 216 -2.21113568D-02 -3.65017062D-02 -2.26972047D-02 -2.81095449D-02 217 TO 220 -2.00682695D-02 -1.76622088D-02 -6.41645621D-02 -8.43438934D-02 221 TO 224 -3.08577478D-02 8.78169569D-02 -8.93143879D-02 -5.82972633D-02 225 TO 228 3.71290324D-02 -1.40839340D-02 -5.05013105D-02 -9.18545362D-02 229 TO 232 2.42020758D-02 -2.09596483D-02 2.63031931D-02 2.25472660D-02 233 TO 236 -2.10080757D-02 -8.93333569D-02 4.57909056D-02 2.30615684D-02 237 TO 240 5.63513688D-03 -1.36143024D-02 1.26511809D-01 9.79378552D-02 241 TO 244 -7.23346761D-03 3.59374847D-02 1.37163367D-02 -1.65094227D-01 245 TO 248 1.60284148D-01 1.39920571D-02 5.78192770D-02 -3.26919854D-02 249 TO 250 1.97946238D-01 -2.03314078D-01 GAINFIT: Calling DODRC. Niter 1 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 2 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 250 (NUMBER WITH NONZERO WEIGHT = 250) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 16 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 6.42678404D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 1.33985992D-01 NO 7.46346678D+00 4.64159D-06 2 3.91806997D-02 NO 2.55227703D+01 4.64159D-06 3 -4.37187713D-04 NO 2.28734699D+03 4.64159D-06 4 1.27320504D-07 NO 7.85419448D+06 4.64159D-06 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.584D-01 6.793D-01 N,1 1.111D+00 2.866D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 6.41455D-01 1.9044D-03 1.9044D-03 7.587D-01 YES 1 TO 3 1.36626882D-01 3.93047709D-02 -4.48105974D-04 4 2.56439205D-07 2 23 6.41455D-01 2.2204D-16 1.2731D-19 2.015D-08 YES 1 TO 3 1.36626882D-01 3.93047709D-02 -4.48105974D-04 4 2.56439201D-07 3 32 6.41455D-01 -4.4409D-16 5.1975D-20 2.015D-09 YES 1 TO 3 1.36626882D-01 3.93047709D-02 -4.48105974D-04 4 2.56439201D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 3 (NUMBER OF ITERATIONS) NFEV = 32 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 3.44D-04 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 6.41454517D-01 --- RESIDUAL STANDARD DEVIATION = 5.10640645D-02 DEGREES OF FREEDOM = 246 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.36626882D-01 4.2154D-02 5.35977096D-02 TO 2.19656054D-01 2 3.93047709D-02 3.4956D-03 3.24196675D-02 TO 4.61898743D-02 3 -4.48105974D-04 8.4781D-05 -6.15094965D-04 TO -2.81116983D-04 4 2.56439201D-07 6.1934D-07 -9.63443678D-07 TO 1.47632208D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.74341604D-02 6.33974315D-02 -9.43556188D-02 -1.17574913D-01 5 TO 8 -2.48625913D-02 -4.84727063D-02 -9.26522415D-02 -1.17495399D-01 9 TO 12 -2.14533625D-02 -1.16141178D-01 5.50292617D-04 -1.38760293D-01 13 TO 16 -3.62473966D-02 -1.39426797D-01 -1.52406987D-02 -9.85048619D-02 17 TO 20 -1.31440965D-02 -6.79576186D-02 3.94457194D-02 -7.22481546D-03 21 TO 24 -1.29555462D-01 -3.29470650D-02 7.84381348D-05 9.37736474D-02 25 TO 28 -2.24482671D-01 5.21232492D-02 1.14853562D-01 -4.56476984D-02 29 TO 32 -7.85631714D-02 8.05969647D-02 2.22873567D-01 4.86970806D-02 33 TO 36 1.14512106D-03 1.24971565D-01 9.55778368D-02 4.35838843D-02 37 TO 40 6.52216519D-02 -3.96980770D-03 1.65406330D-02 -3.72136967D-02 41 TO 44 1.16089612D-01 6.22279339D-02 6.76968270D-02 1.19970339D-01 45 TO 48 1.13422164D-01 1.24502906D-01 2.07085980D-01 1.06152429D-01 49 TO 52 2.07340300D-01 1.33724570D-01 2.91551178D-01 -5.95591011D-02 53 TO 56 -1.90272968D-01 -1.37135427D-01 -8.55127337D-02 -8.55346623D-02 57 TO 60 -4.40565053D-02 -2.89840866D-01 -1.88434530D-01 -1.27486065D-01 61 TO 64 3.53984688D-02 6.71273476D-02 6.07476241D-02 -4.16064611D-02 65 TO 68 -7.39260068D-02 7.17333728D-02 1.15365224D-01 1.54290966D-02 69 TO 72 1.31105619D-01 -8.86785583D-03 -3.45984657D-02 -4.81567712D-02 73 TO 76 9.32256251D-02 -1.16246689D-01 -1.24009732D-01 -6.80516102D-02 77 TO 80 -4.47146238D-02 -1.50632107D-02 -7.66126748D-03 3.19435215D-02 81 TO 84 -5.14699602D-02 1.04142954D-01 -2.77079148D-03 2.39637456D-03 85 TO 88 -2.44767372D-02 4.32919232D-02 1.80110900D-02 2.94565555D-02 89 TO 92 -4.38860063D-02 6.95155953D-02 8.13312625D-02 1.69404356D-01 93 TO 96 2.03839628D-01 3.86557521D-02 1.53421386D-01 1.99305816D-01 97 TO 100 1.45404656D-01 9.85682796D-02 1.59157919D-01 1.00375223D-01 101 TO 104 5.75968953D-02 1.19619699D-02 -2.17956365D-02 -2.50821174D-02 105 TO 108 2.20810367D-02 2.79517962D-02 4.21252872D-02 5.24085190D-02 109 TO 112 2.56387804D-02 1.80875872D-02 5.06369778D-02 5.95791646D-02 113 TO 116 3.64268257D-02 6.47461845D-02 2.22439392D-02 -3.28741447D-02 117 TO 120 -2.88042697D-02 -1.96289691D-02 -3.02963138D-02 7.33147382D-02 121 TO 124 4.31708465D-02 3.70558867D-02 -2.33015787D-02 -3.98332846D-02 125 TO 128 6.23224735D-03 8.20073938D-02 -2.20391239D-01 -6.50968210D-02 129 TO 132 -7.49589333D-02 -1.37899173D-01 2.38228934D-02 7.79774087D-02 133 TO 136 -5.23607444D-03 1.86885147D-02 -7.00523042D-02 -3.09794330D-02 137 TO 140 -1.08428126D-01 2.72393773D-02 -4.49698869D-02 3.60600647D-02 141 TO 144 -7.48532788D-02 -1.13188998D-02 -1.04869285D-01 -1.44074597D-01 145 TO 148 -6.47440270D-02 2.31510683D-02 -4.73549407D-02 5.00790435D-02 149 TO 152 -6.08437850D-02 -5.98311021D-02 -2.25375487D-02 -4.59689691D-02 153 TO 156 1.58782307D-02 2.58016888D-02 5.26300970D-02 3.68593637D-02 157 TO 160 1.65911772D-03 1.45423637D-02 4.19447050D-02 2.28039251D-02 161 TO 164 -3.98858741D-02 -2.51280024D-02 7.49570581D-03 -5.10435847D-03 165 TO 168 -2.50113998D-02 -1.59482752D-02 2.47508491D-02 6.55629291D-03 169 TO 172 -1.91821722D-02 -7.56469129D-04 2.89596053D-02 1.81820723D-02 173 TO 176 -2.64713635D-02 -1.18118991D-02 2.32871900D-02 4.32815085D-02 177 TO 180 8.17361156D-03 1.49405865D-02 4.21299009D-02 4.66194431D-03 181 TO 184 -1.14890242D-01 -8.17963128D-02 -4.82518320D-02 -4.67716102D-02 185 TO 188 -6.79090542D-02 -2.92314214D-02 -7.31747572D-03 1.80779177D-02 189 TO 192 -1.81335971D-02 -7.38133640D-03 3.35475042D-02 2.39451364D-02 193 TO 196 -2.67659817D-02 -6.50919472D-02 1.05977859D-02 -2.18060408D-02 197 TO 200 3.05611138D-02 6.09973316D-02 -4.32368010D-02 -3.66259517D-03 201 TO 204 2.41135332D-02 3.89989588D-02 9.78509802D-03 -7.95967160D-02 205 TO 208 5.35805972D-02 1.11156538D-01 -9.82645152D-02 -1.01427734D-01 209 TO 212 -2.75397918D-02 5.95855505D-03 -2.26146194D-02 -1.97113964D-02 213 TO 216 -1.53375984D-02 -2.97279477D-02 -1.60065866D-02 -2.14189268D-02 217 TO 220 -1.34977562D-02 -1.10916955D-02 -5.76686211D-02 -7.78479524D-02 221 TO 224 -2.80460240D-02 9.06145705D-02 -8.65387095D-02 -5.55215849D-02 225 TO 228 3.98887276D-02 -1.13242388D-02 -5.27501681D-02 -9.41033938D-02 229 TO 232 2.19439090D-02 -2.32178151D-02 2.40327738D-02 2.02768467D-02 233 TO 236 -2.32860212D-02 -9.16113023D-02 4.35033373D-02 2.07740001D-02 237 TO 240 3.34187513D-03 -1.59075641D-02 1.24485249D-01 9.68940814D-02 241 TO 244 -8.27724143D-03 3.49398785D-02 1.27187304D-02 -1.66024626D-01 245 TO 248 1.59402179D-01 1.31100885D-02 5.70103997D-02 -3.35008627D-02 249 TO 250 1.97188135D-01 -2.04072181D-01 GAINFIT: Calling DODRC. Niter 2 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 3 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 250 (NUMBER WITH NONZERO WEIGHT = 250) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 6.41158980D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 1.36626882D-01 NO 7.31920385D+00 1.00000D-05 2 3.93047709D-02 NO 2.54422040D+01 1.00000D-05 3 -4.48105974D-04 NO 2.23161497D+03 1.00000D-05 4 2.56439201D-07 NO 3.89955980D+06 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.584D-01 6.858D-01 N,1 1.111D+00 2.859D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 6.41080D-01 1.2396D-04 1.2396D-04 9.984D-02 YES 1 TO 3 1.38034212D-01 3.92856233D-02 -4.49858224D-04 4 2.82655770D-07 2 23 6.41080D-01 4.4409D-16 1.2344D-20 4.103D-09 YES 1 TO 3 1.38034212D-01 3.92856233D-02 -4.49858224D-04 4 2.82655769D-07 3 32 6.41080D-01 4.4409D-16 7.0313D-21 3.055D-09 YES 1 TO 3 1.38034212D-01 3.92856233D-02 -4.49858224D-04 4 2.82655770D-07 4 41 6.41080D-01 -4.4409D-16 1.3957D-21 3.055D-10 YES 1 TO 3 1.38034212D-01 3.92856233D-02 -4.49858224D-04 4 2.82655770D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 4 (NUMBER OF ITERATIONS) NFEV = 41 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 6.51D-04 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 6.41079503D-01 --- RESIDUAL STANDARD DEVIATION = 5.10491355D-02 DEGREES OF FREEDOM = 246 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.38034212D-01 4.1927D-02 5.54522493D-02 TO 2.20616176D-01 2 3.92856233D-02 3.4796D-03 3.24319237D-02 TO 4.61393230D-02 3 -4.49858224D-04 8.4408D-05 -6.16113140D-04 TO -2.83603307D-04 4 2.82655770D-07 6.1648D-07 -9.31596550D-07 TO 1.49690809D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.72058929D-02 6.35934920D-02 -9.41595583D-02 -1.17392156D-01 5 TO 8 -2.46990604D-02 -4.83091755D-02 -9.25017183D-02 -1.17623806D-01 9 TO 12 -2.15817685D-02 -1.16256758D-01 4.34711940D-04 -1.38857246D-01 13 TO 16 -3.63443501D-02 -1.39510185D-01 -1.53240862D-02 -9.85693151D-02 17 TO 20 -1.32085497D-02 -6.80082921D-02 3.93950458D-02 -7.65568205D-03 21 TO 24 -1.29994520D-01 -3.33978663D-02 -3.72363169D-04 9.33146128D-02 25 TO 28 -2.24941706D-01 5.16530859D-02 1.14383398D-01 -4.61256551D-02 29 TO 32 -7.90411280D-02 8.23023985D-02 2.24331619D-01 5.01082853D-02 33 TO 36 2.02394093D-03 1.25850385D-01 9.64702659D-02 4.45277649D-02 37 TO 40 6.61655324D-02 -3.01279450D-03 1.67377212D-02 -3.70166085D-02 41 TO 44 1.16262218D-01 6.24005405D-02 6.78364365D-02 1.20109948D-01 45 TO 48 1.13538257D-01 1.24618999D-01 2.07170395D-01 1.06236843D-01 49 TO 52 2.07404015D-01 1.33788286D-01 2.90946590D-01 -6.01636896D-02 53 TO 56 -1.90873423D-01 -1.37735883D-01 -8.61068085D-02 -8.61240096D-02 57 TO 60 -4.46458526D-02 -2.90423275D-01 -1.89016939D-01 -1.28063591D-01 61 TO 64 3.48209428D-02 6.66267057D-02 6.02469821D-02 -4.21172411D-02 65 TO 68 -7.44367869D-02 7.12088070D-02 1.14840659D-01 1.48952903D-02 69 TO 72 1.30571813D-01 -9.41418212D-03 -3.51447920D-02 -4.87114565D-02 73 TO 76 9.26709397D-02 -1.15069240D-01 -1.22842175D-01 -6.68840529D-02 77 TO 80 -4.35879316D-02 -1.56745318D-02 -8.27258856D-03 3.13300133D-02 81 TO 84 -5.20834685D-02 1.03526371D-01 -3.38737416D-03 1.77775131D-03 85 TO 88 -2.50953604D-02 4.26706130D-02 1.73897798D-02 2.88333446D-02 89 TO 92 -4.45092171D-02 6.96496542D-02 8.14653213D-02 1.69551429D-01 93 TO 96 2.03986701D-01 3.88221292D-02 1.53600864D-01 1.99485294D-01 97 TO 100 1.45603559D-01 9.87671827D-02 1.59369999D-01 1.00587302D-01 101 TO 104 5.70920462D-02 1.14571208D-02 -2.22956980D-02 -2.55821789D-02 105 TO 108 2.15877857D-02 2.74585452D-02 4.16366460D-02 5.19198778D-02 109 TO 112 2.51568201D-02 1.76056268D-02 5.01594197D-02 5.91016065D-02 113 TO 116 3.63524282D-02 6.46717871D-02 2.21531390D-02 -3.29649449D-02 117 TO 120 -2.89183839D-02 -1.97430833D-02 -3.04261840D-02 7.31848680D-02 121 TO 124 4.30185954D-02 3.69036357D-02 -2.34681967D-02 -3.99999026D-02 125 TO 128 6.16568186D-03 8.19408283D-02 -2.20471483D-01 -6.51770649D-02 129 TO 132 -7.50579655D-02 -1.37998205D-01 2.37104043D-02 7.78649195D-02 133 TO 136 -5.36703462D-03 1.85575545D-02 -7.01964840D-02 -3.11236128D-02 137 TO 140 -1.09048730D-01 2.66187728D-02 -4.55885102D-02 3.54414414D-02 141 TO 144 -7.54691047D-02 -1.19347257D-02 -1.05482793D-01 -1.44688106D-01 145 TO 148 -6.53543341D-02 2.25407612D-02 -4.79627635D-02 4.94712208D-02 149 TO 152 -6.02966155D-02 -5.92839326D-02 -2.19903792D-02 -4.54217996D-02 153 TO 156 1.63905708D-02 2.63140289D-02 5.31424371D-02 3.73717038D-02 157 TO 160 2.12393189D-03 1.50071778D-02 4.24095192D-02 2.32687392D-02 161 TO 164 -3.94544774D-02 -2.46966057D-02 7.92710250D-03 -4.67296177D-03 165 TO 168 -2.46267303D-02 -1.55636056D-02 2.51355187D-02 6.94096250D-03 169 TO 172 -1.88295073D-02 -4.03804267D-04 2.93122702D-02 1.85347371D-02 173 TO 176 -2.52657603D-02 -1.06062959D-02 2.44927932D-02 4.44871117D-02 177 TO 180 9.33418115D-03 1.61011561D-02 4.32904704D-02 5.82251389D-03 181 TO 184 -1.13792882D-01 -8.06989523D-02 -4.71544715D-02 -4.56742498D-02 185 TO 188 -6.68551583D-02 -2.81775254D-02 -6.26357977D-03 1.91318136D-02 189 TO 192 -1.71406804D-02 -6.38841970D-03 3.45404209D-02 2.49380531D-02 193 TO 196 -2.58149784D-02 -6.41409438D-02 1.15487892D-02 -2.08550375D-02 197 TO 200 3.06938226D-02 6.11300404D-02 -4.31303876D-02 -3.55618169D-03 201 TO 204 2.41819237D-02 3.90673493D-02 9.82844858D-03 -7.95533654D-02 205 TO 208 5.35877722D-02 1.11163713D-01 -9.82811432D-02 -1.01444362D-01 209 TO 212 -2.58880829D-02 7.61026395D-03 -2.09830972D-02 -1.80798742D-02 213 TO 216 -1.37370675D-02 -2.81274169D-02 -1.44259746D-02 -1.98383147D-02 217 TO 220 -1.19459290D-02 -9.53986831D-03 -5.61346722D-02 -7.63140035D-02 221 TO 224 -2.70561589D-02 9.15955465D-02 -8.55711669D-02 -5.45540423D-02 225 TO 228 4.08467465D-02 -1.03662200D-02 -5.33933688D-02 -9.47465946D-02 229 TO 232 2.12987310D-02 -2.38629931D-02 2.33850618D-02 1.96291347D-02 233 TO 236 -2.39352379D-02 -9.22605191D-02 4.28522811D-02 2.01229438D-02 237 TO 240 2.68979660D-03 -1.65596426D-02 1.23915495D-01 9.65809167D-02 241 TO 244 -8.59040610D-03 3.46384994D-02 1.24173514D-02 -1.66308874D-01 245 TO 248 1.59130257D-01 1.28381664D-02 5.67570531D-02 -3.37542093D-02 249 TO 250 1.96947674D-01 -2.04312643D-01 GAINFIT: Calling DODRC. Niter 3 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 4 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 250 (NUMBER WITH NONZERO WEIGHT = 250) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 16 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 6.41058905D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 1.38034212D-01 NO 7.24458076D+00 4.64159D-06 2 3.92856233D-02 NO 2.54546044D+01 4.64159D-06 3 -4.49858224D-04 NO 2.22292257D+03 4.64159D-06 4 2.82655770D-07 NO 3.53787224D+06 4.64159D-06 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.584D-01 6.872D-01 N,1 1.111D+00 2.858D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 6.41053D-01 8.7407D-06 8.7407D-06 1.639D-02 YES 1 TO 3 1.38649575D-01 3.92632564D-02 -4.49956353D-04 4 2.87134044D-07 2 23 6.41053D-01 -8.8818D-16 2.9109D-21 1.321D-10 YES 1 TO 3 1.38649575D-01 3.92632564D-02 -4.49956353D-04 4 2.87134044D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 7.11D-04 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 6.41053302D-01 --- RESIDUAL STANDARD DEVIATION = 5.10480923D-02 DEGREES OF FREEDOM = 246 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.38649575D-01 4.1855D-02 5.62094697D-02 TO 2.21089680D-01 2 3.92632564D-02 3.4747D-03 3.24192435D-02 TO 4.61072693D-02 3 -4.49956353D-04 8.4299D-05 -6.15996377D-04 TO -2.83916329D-04 4 2.87134044D-07 6.1568D-07 -9.25543768D-07 TO 1.49981186D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.71615883D-02 6.36297734D-02 -9.41232769D-02 -1.17359193D-01 5 TO 8 -2.46708983D-02 -4.82810133D-02 -9.24768073D-02 -1.17674334D-01 9 TO 12 -2.16322968D-02 -1.16303504D-01 3.87966287D-04 -1.38898474D-01 13 TO 16 -3.63855776D-02 -1.39547375D-01 -1.53612765D-02 -9.86008450D-02 17 TO 20 -1.32400795D-02 -6.80356835D-02 3.93676544D-02 -7.78000739D-03 21 TO 24 -1.30121037D-01 -3.35275355D-02 -5.02032307D-04 9.31827282D-02 25 TO 28 -2.25073590D-01 5.15181982D-02 1.14248511D-01 -4.62626520D-02 29 TO 32 -7.91781250D-02 8.27039387D-02 2.24674410D-01 5.04399133D-02 33 TO 36 2.32394582D-03 1.26150390D-01 9.67761315D-02 4.48562726D-02 37 TO 40 6.64940401D-02 -2.67837573D-03 1.67742588D-02 -3.69800709D-02 41 TO 44 1.16292647D-01 6.24309696D-02 6.78586177D-02 1.20132130D-01 45 TO 48 1.13554550D-01 1.24635292D-01 2.07178740D-01 1.06245188D-01 49 TO 52 2.07407159D-01 1.33791429D-01 2.90766887D-01 -6.03433923D-02 53 TO 56 -1.91052162D-01 -1.37914621D-01 -8.62840439D-02 -8.63001207D-02 57 TO 60 -4.48219637D-02 -2.90597721D-01 -1.89191385D-01 -1.28236856D-01 61 TO 64 3.46476772D-02 6.64835374D-02 6.01038138D-02 -4.22631844D-02 65 TO 68 -7.45827301D-02 7.10590713D-02 1.14690923D-01 1.47429989D-02 69 TO 72 1.30419521D-01 -9.56995598D-03 -3.53005659D-02 -4.88695696D-02 73 TO 76 9.25128267D-02 -1.14624568D-01 -1.22403043D-01 -6.64449206D-02 77 TO 80 -4.31709485D-02 -1.58489418D-02 -8.44699858D-03 3.11549496D-02 81 TO 84 -5.22585321D-02 1.03350384D-01 -3.56336154D-03 1.60114730D-03 85 TO 88 -2.52719644D-02 4.24931924D-02 1.72123591D-02 2.86553427D-02 89 TO 92 -4.46872190D-02 6.96793287D-02 8.14949959D-02 1.69585239D-01 93 TO 96 2.04020511D-01 3.88621026D-02 1.53645040D-01 1.99529471D-01 97 TO 100 1.45653997D-01 9.88176212D-02 1.59424706D-01 1.00642009D-01 101 TO 104 5.69370133D-02 1.13020879D-02 -2.24494965D-02 -2.57359774D-02 105 TO 108 2.14357492D-02 2.73065087D-02 4.14858059D-02 5.17690376D-02 109 TO 112 2.50077190D-02 1.74565257D-02 5.00114678D-02 5.89536546D-02 113 TO 116 3.63206552D-02 6.46400140D-02 2.21171928D-02 -3.30008912D-02 117 TO 120 -2.89602726D-02 -1.97849720D-02 -3.04720960D-02 7.31389560D-02 121 TO 124 4.29669576D-02 3.68519979D-02 -2.35235170D-02 -4.00552228D-02 125 TO 128 6.13351902D-03 8.19086655D-02 -2.20507736D-01 -6.52133175D-02 129 TO 132 -7.50998102D-02 -1.38040050D-01 2.36645725D-02 7.78190877D-02 133 TO 136 -5.41831450D-03 1.85062747D-02 -7.02516456D-02 -3.11787744D-02 137 TO 140 -1.09225936D-01 2.64415671D-02 -4.57651142D-02 3.52648374D-02 141 TO 144 -7.56448641D-02 -1.21104851D-02 -1.05657856D-01 -1.44863169D-01 145 TO 148 -6.55284421D-02 2.23666533D-02 -4.81361337D-02 4.92978506D-02 149 TO 152 -6.01735877D-02 -5.91609048D-02 -2.18673515D-02 -4.52987718D-02 153 TO 156 1.65050577D-02 2.64285158D-02 5.32569240D-02 3.74861907D-02 157 TO 160 2.22674357D-03 1.51099895D-02 4.25123309D-02 2.33715509D-02 161 TO 164 -3.93598899D-02 -2.46020183D-02 8.02168993D-03 -4.57837435D-03 165 TO 168 -2.45436642D-02 -1.54805395D-02 2.52185848D-02 7.02402859D-03 169 TO 172 -1.87543475D-02 -3.28644488D-04 2.93874300D-02 1.86098969D-02 173 TO 176 -2.49832818D-02 -1.03238175D-02 2.47752717D-02 4.47695902D-02 177 TO 180 9.60585850D-03 1.63728334D-02 4.35621478D-02 6.09419125D-03 181 TO 184 -1.13536388D-01 -8.04424584D-02 -4.68979776D-02 -4.54177558D-02 185 TO 188 -6.66091208D-02 -2.79314880D-02 -6.01754234D-03 1.93778510D-02 189 TO 192 -1.69093359D-02 -6.15707520D-03 3.47717654D-02 2.51693976D-02 193 TO 196 -2.55937488D-02 -6.39197142D-02 1.17700188D-02 -2.06338079D-02 197 TO 200 3.07142767D-02 6.11504945D-02 -4.31165215D-02 -3.54231565D-03 201 TO 204 2.41862430D-02 3.90716685D-02 9.82646691D-03 -7.95553471D-02 205 TO 208 5.35766672D-02 1.11152608D-01 -9.82982650D-02 -1.01461483D-01 209 TO 212 -2.54992737D-02 7.99907315D-03 -2.05990755D-02 -1.76958524D-02 213 TO 216 -1.33603998D-02 -2.77507492D-02 -1.40540361D-02 -1.94663763D-02 217 TO 220 -1.15808287D-02 -9.17476797D-03 -5.57738213D-02 -7.59531526D-02 221 TO 224 -2.67066959D-02 9.19409012D-02 -8.52319672D-02 -5.42148426D-02 225 TO 228 4.11816202D-02 -1.00313462D-02 -5.35814011D-02 -9.49346268D-02 229 TO 232 2.11103461D-02 -2.40513780D-02 2.31962570D-02 1.94403300D-02 233 TO 236 -2.41242668D-02 -9.24495480D-02 4.26630205D-02 1.99336832D-02 237 TO 240 2.50044205D-03 -1.67489972D-02 1.23753131D-01 9.64876768D-02 241 TO 244 -8.68364599D-03 3.45483367D-02 1.23271886D-02 -1.66394574D-01 245 TO 248 1.59047762D-01 1.27556713D-02 5.66793773D-02 -3.38318852D-02 249 TO 250 1.96873334D-01 -2.04386982D-01 GAINFIT: Calling DODRC. Niter 4 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 1 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 247 (NUMBER WITH NONZERO WEIGHT = 247) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 16 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 8.27601535D-04 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 3.16000015D-01 NO 3.16455682D+00 4.64159D-06 2 3.06400005D-02 NO 3.26370752D+01 4.64159D-06 3 -3.43199994D-04 NO 2.91375297D+03 4.64159D-06 4 0.00000000D+00 NO 2.91375297D+04 4.64159D-06 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.409D-01 5.000D-04 N,1 1.081D+00 5.000D-04 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 6.45741D-04 2.1974D-01 2.1974D-01 7.575D-01 YES 1 TO 3 1.32756080D-01 3.61266533D-02 -3.43652655D-04 4 -6.17226222D-07 2 23 6.45741D-04 -1.3323D-15 1.1676D-19 1.039D-09 YES 1 TO 3 1.32756080D-01 3.61266533D-02 -3.43652655D-04 4 -6.17226222D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 1.17D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 6.45741249D-04 --- RESIDUAL STANDARD DEVIATION = 1.63014459D-03 DEGREES OF FREEDOM = 243 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.32756080D-01 4.5994D-02 4.21587631D-02 TO 2.23353397D-01 2 3.61266533D-02 3.8288D-03 2.85847326D-02 TO 4.36685739D-02 3 -3.43652655D-04 9.3464D-05 -5.27756259D-04 TO -1.59549051D-04 4 -6.17226222D-07 6.8833D-07 -1.97307647D-06 TO 7.38624030D-07 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.13979001D-02 6.78087074D-02 -7.53043693D-02 -1.09284925D-01 5 TO 8 -1.82121828D-02 -3.04242209D-02 -7.29529180D-02 -7.71117765D-02 9 TO 12 -2.33661491D-02 -7.62339953D-02 -2.22541132D-03 -9.79663023D-02 13 TO 16 -3.84477863D-02 -9.89970500D-02 -1.82853276D-02 -6.12605359D-02 17 TO 20 -1.66392471D-02 -3.30780664D-02 3.42730960D-02 1.69014053D-02 21 TO 24 -1.14719565D-01 -2.00410041D-02 2.41012421D-02 1.04116794D-01 25 TO 28 -1.93033222D-01 6.33509996D-02 1.35224009D-01 -3.24017306D-02 29 TO 32 -5.17984530D-02 5.01346883D-02 2.25446371D-02 9.00548537D-03 33 TO 36 1.07284932D-01 7.86945086D-02 4.76070900D-02 4.93084747D-02 37 TO 40 2.88581196D-03 6.15645973D-03 -4.88044468D-02 1.05850632D-01 41 TO 44 5.09214352D-02 5.78309761D-02 1.09005676D-01 1.03736131D-01 45 TO 48 1.13760201D-01 1.97602758D-01 9.56907965D-02 1.98046582D-01 49 TO 52 1.23459773D-01 -3.95068846D-02 -1.81140774D-01 -1.14738100D-01 53 TO 56 -6.51135676D-02 -7.90559969D-02 -2.52366982D-02 -1.65183823D-01 57 TO 60 -1.20662020D-01 5.10851872D-02 6.05308629D-02 5.44125653D-02 61 TO 64 -4.81554091D-02 -8.01527322D-02 6.50173828D-02 1.08854990D-01 65 TO 68 8.70201152D-03 1.24520095D-01 -1.56680714D-02 -4.10907637D-02 69 TO 72 -5.49967269D-02 8.65182301D-02 -1.04980532D-01 -1.12164265D-01 73 TO 76 -7.78587518D-02 -3.75573443D-02 -2.25928869D-02 -1.66607943D-02 77 TO 80 2.43147729D-02 -6.05419757D-02 9.63645594D-02 -1.18988736D-02 81 TO 84 -5.33285794D-03 -3.36695021D-02 3.54466453D-02 8.76128819D-03 85 TO 88 2.15694210D-02 -5.32204011D-02 5.52017203D-02 7.66111127D-02 89 TO 92 1.52849946D-01 1.94852743D-01 3.47379599D-02 1.36714576D-01 93 TO 96 1.89874350D-01 1.28584151D-01 9.20977635D-02 1.41872280D-01 97 TO 100 9.36133194D-02 3.92293401D-02 -6.08383939D-03 -4.02447077D-02 101 TO 104 -4.32347151D-02 3.38773985D-03 9.53220387D-03 2.32770839D-02 105 TO 108 3.38230529D-02 6.60648740D-03 -6.57471055D-04 3.14554656D-02 109 TO 112 4.06590188D-02 3.37376860D-02 6.11859229D-02 1.98022123D-02 113 TO 116 -3.56611018D-02 -3.06746113D-02 -2.23061192D-02 -3.20249980D-02 117 TO 120 7.01641257D-02 4.10864611D-02 3.43166848D-02 -2.47889410D-02 121 TO 124 -4.19647347D-02 3.68297352D-02 7.60331406D-02 -1.74868737D-01 125 TO 128 -6.68855655D-02 -3.81897393D-02 -1.37360126D-01 5.46702793D-02 129 TO 132 7.30818560D-02 2.80338471D-02 1.57675092D-02 -3.22259018D-02 133 TO 136 -3.22912881D-02 -1.16100059D-01 1.80140278D-02 -5.26513165D-02 137 TO 140 2.68944794D-02 -8.24315312D-02 -2.04311374D-02 -1.12359750D-01 141 TO 144 -1.53188336D-01 -7.22003752D-02 1.41891664D-02 -5.47740019D-02 145 TO 148 4.11849462D-02 -6.15660427D-02 -6.11379621D-02 -2.39219544D-02 149 TO 152 -4.75059030D-02 1.43385690D-02 2.35783618D-02 5.04552286D-02 153 TO 156 3.44524544D-02 1.05119307D-03 1.31865199D-02 4.06405385D-02 157 TO 160 2.13110502D-02 -3.92994537D-02 -2.53526225D-02 7.26315837D-03 161 TO 164 -5.66145320D-03 -2.40244965D-02 -1.56729917D-02 2.48776575D-02 165 TO 168 6.45803409D-03 -1.78518758D-02 -2.92824303D-04 2.94579997D-02 169 TO 172 1.83312430D-02 -2.78535588D-02 -1.38271554D-02 2.03058021D-02 173 TO 176 3.95086305D-02 6.52397813D-03 1.29163975D-02 3.93889064D-02 177 TO 180 2.96558084D-03 -1.11404319D-01 -7.95563654D-02 -4.69076828D-02 181 TO 184 -4.56490711D-02 -6.51266020D-02 -2.78635067D-02 -6.48242651D-03 185 TO 188 1.79365832D-02 -1.58265897D-02 -5.58829990D-03 3.41934493D-02 189 TO 192 2.47387222D-02 -2.34139767D-02 -6.06918540D-02 1.27488766D-02 193 TO 196 -1.87868681D-02 2.81671028D-02 5.82782368D-02 -4.45892996D-02 197 TO 200 -5.43447197D-03 2.24924950D-02 3.72097162D-02 8.57587515D-03 201 TO 204 -7.99195582D-02 5.23027253D-02 1.09278865D-01 -9.77622887D-02 205 TO 208 -1.00914003D-01 -2.83851165D-02 3.13745553D-03 -2.32525109D-02 209 TO 212 -2.09212541D-02 -1.56450744D-02 -2.98125620D-02 -1.58535590D-02 213 TO 216 -2.14569917D-02 -1.28420812D-02 -1.09865886D-02 -5.45730485D-02 217 TO 220 -7.43003382D-02 -4.46322030D-02 7.70593851D-02 -1.02146647D-01 221 TO 224 -6.43090221D-02 2.16116398D-02 -2.15800316D-02 -6.49116398D-02 225 TO 228 -1.05914033D-01 9.90456918D-03 -3.49234881D-02 1.22564128D-02 229 TO 232 8.78730328D-03 -3.48433676D-02 -1.02796239D-01 3.21477418D-02 233 TO 236 9.72042131D-03 -7.80568019D-03 -2.67456521D-02 1.22878437D-01 237 TO 240 1.42291132D-01 8.94666099D-03 8.41063548D-02 2.92778302D-02 241 TO 244 -1.44888350D-01 2.00087899D-01 2.93770376D-02 1.03929313D-01 245 TO 247 -1.61840593D-02 2.34898237D-01 -1.82365033D-01 GAINFIT: Calling DODRC. Niter 1 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 2 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 247 (NUMBER WITH NONZERO WEIGHT = 247) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 5.08735611D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 1.32756080D-01 NO 7.53261168D+00 1.00000D-05 2 3.61266533D-02 NO 2.76803941D+01 1.00000D-05 3 -3.43652655D-04 NO 2.90991495D+03 1.00000D-05 4 -6.17226222D-07 NO 1.62015152D+06 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.409D-01 6.977D-01 N,1 1.081D+00 2.843D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 5.08329D-01 7.9901D-04 7.9901D-04 1.553D-01 YES 1 TO 3 1.32259474D-01 3.64069605D-02 -3.53636623D-04 4 -5.25788713D-07 2 23 5.08329D-01 -4.4409D-16 1.7349D-21 2.884D-10 YES 1 TO 3 1.32259474D-01 3.64069605D-02 -3.53636623D-04 4 -5.25788713D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 1.38D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 5.08329125D-01 --- RESIDUAL STANDARD DEVIATION = 4.57371775D-02 DEGREES OF FREEDOM = 243 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.32259474D-01 3.8169D-02 5.70758708D-02 TO 2.07443077D-01 2 3.64069605D-02 3.1546D-03 3.01930170D-02 TO 4.26209040D-02 3 -3.53636623D-04 7.6511D-05 -5.04346065D-04 TO -2.02927181D-04 4 -5.25788713D-07 5.5916D-07 -1.62720433D-06 TO 5.75626909D-07 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.02808089D-02 6.88683545D-02 -7.42447222D-02 -1.08248879D-01 5 TO 8 -1.72101136D-02 -2.94221516D-02 -7.19737435D-02 -7.58473163D-02 9 TO 12 -2.21016889D-02 -7.49503220D-02 -9.41737993D-04 -9.66552589D-02 13 TO 16 -3.71367429D-02 -9.76664696D-02 -1.69547472D-02 -5.99032434D-02 17 TO 20 -1.52819546D-02 -3.17017400D-02 3.56494224D-02 1.69761895D-02 21 TO 24 -1.14654600D-01 -1.99898315D-02 2.41524147D-02 1.04158511D-01 25 TO 28 -1.92991505D-01 6.33802362D-02 1.35253245D-01 -3.23810146D-02 29 TO 32 -5.17777369D-02 5.41749798D-02 2.59705871D-02 1.07155058D-02 33 TO 36 1.08994952D-01 8.03892585D-02 4.92351189D-02 5.09365037D-02 37 TO 40 4.49437073D-03 7.21793315D-03 -4.77429734D-02 1.06868720D-01 41 TO 44 5.19395228D-02 5.87910000D-02 1.09965700D-01 1.04655075D-01 45 TO 48 1.14679146D-01 1.98466781D-01 9.65548186D-02 1.98874986D-01 49 TO 52 1.24288178D-01 -3.92436464D-02 -1.80863785D-01 -1.14461112D-01 53 TO 56 -6.48159332D-02 -7.87434666D-02 -2.49241679D-02 -1.64849972D-01 57 TO 60 -1.20313514D-01 5.14336937D-02 6.05279218D-02 5.44096242D-02 61 TO 64 -4.81683055D-02 -8.01656285D-02 6.49916538D-02 1.08829261D-01 65 TO 68 8.66818919D-03 1.24486272D-01 -1.57121171D-02 -4.11348094D-02 69 TO 72 -5.50470605D-02 8.64678964D-02 -1.03902244D-01 -1.11051283D-01 73 TO 76 -7.67457705D-02 -3.63145800D-02 -2.26682244D-02 -1.67361317D-02 77 TO 80 2.42394497D-02 -6.06172989D-02 9.62894621D-02 -1.19739709D-02 81 TO 84 -5.40765986D-03 -3.37443040D-02 3.53724285D-02 8.68707146D-03 85 TO 88 2.14957662D-02 -5.32940559D-02 5.68001367D-02 7.82095290D-02 89 TO 92 1.54461653D-01 1.96464450D-01 3.63687945D-02 1.38357990D-01 93 TO 96 1.91517764D-01 1.30245611D-01 9.37592239D-02 1.43545567D-01 97 TO 100 9.52866067D-02 3.97729981D-02 -5.54018138D-03 -3.96893004D-02 101 TO 104 -4.26793078D-02 3.95968023D-03 1.01041442D-02 2.38600987D-02 105 TO 108 3.44060677D-02 7.20539220D-03 -5.85662515D-05 3.20647408D-02 109 TO 112 4.12682940D-02 3.43345145D-02 6.17827514D-02 2.03723242D-02 113 TO 116 -3.50909898D-02 -3.01421487D-02 -2.17736566D-02 -3.15177546D-02 117 TO 120 7.06713690D-02 4.15582083D-02 3.47884320D-02 -2.43397685D-02 121 TO 124 -4.15155621D-02 3.81840798D-02 7.73874852D-02 -1.73533677D-01 125 TO 128 -6.55505053D-02 -3.68817188D-02 -1.36052106D-01 5.59585389D-02 129 TO 132 7.43701157D-02 2.92944451D-02 1.70281072D-02 -3.09854858D-02 133 TO 136 -3.10508721D-02 -1.16174452D-01 1.79396345D-02 -5.27261184D-02 137 TO 140 2.68196775D-02 -8.25067077D-02 -2.05063138D-02 -1.12435074D-01 141 TO 144 -1.53263659D-01 -7.22756809D-02 1.41138607D-02 -5.48491334D-02 145 TO 148 4.11098148D-02 -5.98601738D-02 -5.94320933D-02 -2.22160856D-02 149 TO 152 -4.58000342D-02 1.59785756D-02 2.52183684D-02 5.20952352D-02 153 TO 156 3.60924610D-02 2.60189163D-03 1.47372185D-02 4.21912371D-02 157 TO 160 2.28617488D-02 -3.78111460D-02 -2.38643148D-02 8.75146608D-03 161 TO 164 -4.17314549D-03 -2.26228411D-02 -1.42713363D-02 2.62793128D-02 165 TO 168 7.85968947D-03 -1.65091586D-02 1.04989293D-03 3.08007169D-02 169 TO 172 1.96739602D-02 -2.48494744D-02 -1.08230710D-02 2.33098865D-02 173 TO 176 4.25127149D-02 9.43656414D-03 1.58289835D-02 4.23014924D-02 177 TO 180 5.87816684D-03 -1.08619576D-01 -7.67716218D-02 -4.41229392D-02 181 TO 184 -4.28643275D-02 -6.24293571D-02 -2.51662617D-02 -3.78518155D-03 185 TO 188 2.06338281D-02 -1.32515182D-02 -3.01322832D-03 3.67685209D-02 189 TO 192 2.73137938D-02 -2.09224702D-02 -5.82003475D-02 1.52403830D-02 193 TO 196 -1.62953616D-02 2.91150456D-02 5.92261797D-02 -4.36871884D-02 197 TO 200 -4.53236083D-03 2.33289249D-02 3.80461462D-02 9.36945197D-03 201 TO 204 -7.91259814D-02 5.30349873D-02 1.10011127D-01 -9.70699665D-02 205 TO 208 -1.00221681D-01 -2.44578613D-02 7.06471076D-03 -1.93676327D-02 209 TO 212 -1.70363758D-02 -1.18251511D-02 -2.59926388D-02 -1.20753169D-02 213 TO 216 -1.76787496D-02 -9.12397897D-03 -7.26848638D-03 -5.08922427D-02 217 TO 220 -7.06195324D-02 -4.30771086D-02 7.86296417D-02 -1.00554466D-01 221 TO 224 -6.27168418D-02 2.32186642D-02 -1.99730072D-02 -6.48043821D-02 225 TO 228 -1.05806775D-01 1.00007128D-02 -3.48273445D-02 1.23369138D-02 229 TO 232 8.86780426D-03 -3.47732529D-02 -1.02726124D-01 3.22032978D-02 233 TO 236 9.77597733D-03 -7.75974781D-03 -2.66997197D-02 1.22818050D-01 237 TO 240 1.42521264D-01 9.17679268D-03 8.43532221D-02 2.95246975D-02 241 TO 244 -1.44616846D-01 2.00377348D-01 2.96664861D-02 1.04246129D-01 245 TO 247 -1.58672440D-02 2.35234254D-01 -1.82029015D-01 GAINFIT: Calling DODRC. Niter 2 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 3 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 247 (NUMBER WITH NONZERO WEIGHT = 247) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 16 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 5.08244264D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 1.32259474D-01 NO 7.56089505D+00 4.64159D-06 2 3.64069605D-02 NO 2.74672751D+01 4.64159D-06 3 -3.53636623D-04 NO 2.82776142D+03 4.64159D-06 4 -5.25788713D-07 NO 1.90190466D+06 4.64159D-06 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.409D-01 7.053D-01 N,1 1.081D+00 2.848D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 5.08217D-01 5.4120D-05 5.4120D-05 4.203D-02 YES 1 TO 3 1.32467812D-01 3.64657074D-02 -3.55956149D-04 4 -5.04164733D-07 2 23 5.08217D-01 2.2204D-16 1.7413D-20 2.163D-09 YES 1 TO 3 1.32467812D-01 3.64657074D-02 -3.55956150D-04 4 -5.04164732D-07 3 32 5.08217D-01 2.2204D-16 2.2873D-21 3.344D-10 YES 1 TO 3 1.32467812D-01 3.64657074D-02 -3.55956150D-04 4 -5.04164732D-07 4 42 5.08217D-01 1.3323D-15 1.5556D-20 3.358D-10 NO 1 TO 3 1.32467812D-01 3.64657074D-02 -3.55956150D-04 4 -5.04164732D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 4 (NUMBER OF ITERATIONS) NFEV = 42 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 1.23D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 5.08216757D-01 --- RESIDUAL STANDARD DEVIATION = 4.57321220D-02 DEGREES OF FREEDOM = 243 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.32467812D-01 3.8133D-02 5.73543889D-02 TO 2.07581235D-01 2 3.64657074D-02 3.1494D-03 3.02620879D-02 TO 4.26693269D-02 3 -3.55956150D-04 7.6352D-05 -5.06352059D-04 TO -2.05560240D-04 4 -5.04164732D-07 5.5777D-07 -1.60285400D-06 TO 5.94524540D-07 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -3.00111947D-02 6.91249777D-02 -7.39880990D-02 -1.07997586D-01 5 TO 8 -1.69664856D-02 -2.91785236D-02 -7.17352749D-02 -7.54201269D-02 9 TO 12 -2.16744995D-02 -7.45173609D-02 -5.08776851D-04 -9.62140475D-02 13 TO 16 -3.66955314D-02 -9.72193473D-02 -1.65076249D-02 -5.94480079D-02 17 TO 20 -1.48267191D-02 -3.12406993D-02 3.61104631D-02 1.70189843D-02 21 TO 24 -1.14613680D-01 -1.99515106D-02 2.41907356D-02 1.04195075D-01 25 TO 28 -1.92954940D-01 6.34145211D-02 1.35287530D-01 -3.23482581D-02 29 TO 32 -5.17449804D-02 5.51207844D-02 2.67729440D-02 1.13495787D-02 33 TO 36 1.09629025D-01 8.10213859D-02 4.98579269D-02 5.15593116D-02 37 TO 40 5.11426726D-03 7.47496895D-03 -4.74859376D-02 1.07115960D-01 41 TO 44 5.21867634D-02 5.90251564D-02 1.10199857D-01 1.04879993D-01 45 TO 48 1.14904064D-01 1.98679373D-01 9.67674110D-02 1.99079602D-01 49 TO 52 1.24492794D-01 -3.91089768D-02 -1.80725055D-01 -1.14322382D-01 53 TO 56 -6.46711204D-02 -7.85942743D-02 -2.47749756D-02 -1.64694524D-01 57 TO 60 -1.20153773D-01 5.15934350D-02 6.05565873D-02 5.44382897D-02 61 TO 64 -4.81412747D-02 -8.01385978D-02 6.50166834D-02 1.08854290D-01 65 TO 68 8.69203799D-03 1.24510121D-01 -1.56896330D-02 -4.11123253D-02 69 TO 72 -5.50253166D-02 8.64896403D-02 -1.03375484D-01 -1.10517978D-01 73 TO 76 -7.62124655D-02 -3.57571700D-02 -2.26458495D-02 -1.67137569D-02 77 TO 80 2.42621657D-02 -6.05945829D-02 9.63127246D-02 -1.19507084D-02 81 TO 84 -5.38398723D-03 -3.37206314D-02 3.53967051D-02 8.71134805D-03 85 TO 88 2.15205184D-02 -5.32693037D-02 5.73310555D-02 7.87404478D-02 89 TO 92 1.54996937D-01 1.96999734D-01 3.69104173D-02 1.38903821D-01 93 TO 96 1.92063594D-01 1.30797541D-01 9.43111540D-02 1.44101538D-01 97 TO 100 9.58425779D-02 3.99895161D-02 -5.32366342D-03 -3.94693782D-02 101 TO 104 -4.24593856D-02 4.18439125D-03 1.03288553D-02 2.40880167D-02 105 TO 108 3.46339857D-02 7.43791091D-03 1.73952453D-04 3.23002617D-02 109 TO 112 4.15038149D-02 3.44876720D-02 6.19359090D-02 2.05195995D-02 113 TO 116 -3.49437146D-02 -3.00031391D-02 -2.16346469D-02 -3.13842650D-02 117 TO 120 7.08048587D-02 4.16839533D-02 3.49141770D-02 -2.42189326D-02 121 TO 124 -4.13947263D-02 3.86384180D-02 7.78418234D-02 -1.73085197D-01 125 TO 128 -6.51020251D-02 -3.64414203D-02 -1.35611807D-01 5.63928802D-02 129 TO 132 7.48044569D-02 2.97204761D-02 1.74541382D-02 -3.05654982D-02 133 TO 136 -3.06308845D-02 -1.16150342D-01 1.79637450D-02 -5.27024458D-02 137 TO 140 2.68433501D-02 -8.24835874D-02 -2.04831935D-02 -1.12412358D-01 141 TO 144 -1.53240943D-01 -7.22534517D-02 1.41360899D-02 -5.48272298D-02 145 TO 148 4.11317183D-02 -5.94562719D-02 -5.90281913D-02 -2.18121836D-02 149 TO 152 -4.53961322D-02 1.63673734D-02 2.56071662D-02 5.24840331D-02 153 TO 156 3.64812588D-02 2.97023675D-03 1.51055636D-02 4.25595822D-02 157 TO 160 2.32300939D-02 -3.74570685D-02 -2.35102372D-02 9.10554358D-03 161 TO 164 -3.81906799D-03 -2.22885487D-02 -1.39370439D-02 2.66136053D-02 165 TO 168 8.19398188D-03 -1.61883014D-02 1.37075009D-03 3.11215741D-02 169 TO 172 1.99948174D-02 -2.41453593D-02 -1.01189559D-02 2.40140016D-02 173 TO 176 4.32168300D-02 1.01194055D-02 1.65118249D-02 4.29843338D-02 177 TO 180 6.56100824D-03 -1.07966435D-01 -7.61184815D-02 -4.34697989D-02 181 TO 184 -4.22111872D-02 -6.17965287D-02 -2.45334333D-02 -3.15235314D-03 185 TO 188 2.12666565D-02 -1.26470275D-02 -2.40873769D-03 3.73730116D-02 189 TO 192 2.79182844D-02 -2.03373455D-02 -5.76152228D-02 1.58255078D-02 193 TO 196 -1.57102369D-02 2.93464834D-02 5.94576175D-02 -4.34660514D-02 197 TO 200 -4.31122381D-03 2.35353371D-02 3.82525584D-02 9.56628276D-03 201 TO 204 -7.89291506D-02 5.32181481D-02 1.10194288D-01 -9.68956831D-02 205 TO 208 -1.00047398D-01 -2.35384799D-02 7.98409213D-03 -1.84581541D-02 209 TO 212 -1.61268973D-02 -1.09308480D-02 -2.50983356D-02 -1.11907495D-02 213 TO 216 -1.67941821D-02 -8.25345546D-03 -6.39796286D-03 -5.00304268D-02 217 TO 220 -6.97577165D-02 -4.24655328D-02 7.92436205D-02 -9.99370716D-02 221 TO 224 -6.20994471D-02 2.38383283D-02 -1.93533431D-02 -6.47165615D-02 225 TO 228 -1.05718954D-01 1.00851107D-02 -3.47429466D-02 1.24164641D-02 229 TO 232 8.94735459D-03 -3.46969433D-02 -1.02649815D-01 3.22750306D-02 233 TO 236 9.84771012D-03 -7.69106550D-03 -2.66310374D-02 1.22838869D-01 237 TO 240 1.42595369D-01 9.25089758D-03 8.44308213D-02 2.96022967D-02 241 TO 244 -1.44534074D-01 2.00463907D-01 2.97530455D-02 1.04338493D-01 245 TO 247 -1.57748795D-02 2.35330711D-01 -1.81932558D-01 GAINFIT: Calling DODRC. Niter 3 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 4 BR ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 247 (NUMBER WITH NONZERO WEIGHT = 247) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 16 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 5.08215358D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 1.32467812D-01 NO 7.54900369D+00 4.64159D-06 2 3.64657074D-02 NO 2.74230249D+01 4.64159D-06 3 -3.55956150D-04 NO 2.80933480D+03 4.64159D-06 4 -5.04164732D-07 NO 1.98347869D+06 4.64159D-06 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 6.783D+01 N,1 6.240D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 8.409D-01 7.072D-01 N,1 1.081D+00 2.849D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 5.08213D-01 4.3142D-06 4.3142D-06 1.013D-02 YES 1 TO 3 1.32654367D-01 3.64756223D-02 -3.56467604D-04 4 -4.99167492D-07 2 23 5.08213D-01 -4.4409D-16 3.4117D-20 1.634D-09 YES 1 TO 3 1.32654367D-01 3.64756223D-02 -3.56467604D-04 4 -4.99167492D-07 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 1.19D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 5.08213166D-01 --- RESIDUAL STANDARD DEVIATION = 4.57319604D-02 DEGREES OF FREEDOM = 243 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 1.32654367D-01 3.8118D-02 5.75712703D-02 TO 2.07737465D-01 2 3.64756223D-02 3.1476D-03 3.02755217D-02 TO 4.26757229D-02 3 -3.56467604D-04 7.6302D-05 -5.06766066D-04 TO -2.06169142D-04 4 -4.99167492D-07 5.5737D-07 -1.59705504D-06 TO 5.98720054D-07 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -2.99457312D-02 6.91875426D-02 -7.39255340D-02 -1.07936208D-01 5 TO 8 -1.69068118D-02 -2.91188498D-02 -7.16767465D-02 -7.52744844D-02 9 TO 12 -2.15288570D-02 -7.43698580D-02 -3.61274013D-04 -9.60638745D-02 13 TO 16 -3.65453584D-02 -9.70672528D-02 -1.63555305D-02 -5.92932640D-02 17 TO 20 -1.46719752D-02 -3.10840504D-02 3.62671120D-02 1.70367255D-02 21 TO 24 -1.14596244D-01 -1.99344824D-02 2.42077639D-02 1.04211838D-01 25 TO 28 -1.92938178D-01 6.34309542D-02 1.35303963D-01 -3.23320342D-02 29 TO 32 -5.17287565D-02 5.53417444D-02 2.69605306D-02 1.15887050D-02 33 TO 36 1.09868151D-01 8.12608400D-02 5.00982480D-02 5.17996328D-02 37 TO 40 5.35470900D-03 7.53762588D-03 -4.74232806D-02 1.07176437D-01 41 TO 44 5.22472400D-02 5.90827285D-02 1.10257429D-01 1.04935520D-01 45 TO 48 1.14959591D-01 1.98732180D-01 9.68202183D-02 1.99130655D-01 49 TO 52 1.24543846D-01 -3.90537131D-02 -1.80668543D-01 -1.14265869D-01 53 TO 56 -6.46127399D-02 -7.85345508D-02 -2.47152521D-02 -1.64632884D-01 57 TO 60 -1.20090820D-01 5.16563879D-02 6.05723157D-02 5.44540181D-02 61 TO 64 -4.81257062D-02 -8.01230293D-02 6.50321053D-02 1.08869712D-01 65 TO 68 8.70741289D-03 1.24525496D-01 -1.56742462D-02 -4.10969385D-02 69 TO 72 -5.50098670D-02 8.65050900D-02 -1.03141321D-01 -1.10283092D-01 73 TO 76 -7.59775788D-02 -3.55198410D-02 -2.26281413D-02 -1.66960486D-02 77 TO 80 2.42800647D-02 -6.05766839D-02 9.63309137D-02 -1.19325193D-02 81 TO 84 -5.36559001D-03 -3.37022342D-02 3.54153975D-02 8.73004036D-03 85 TO 88 2.15394353D-02 -5.32503868D-02 5.75114324D-02 7.89208248D-02 89 TO 92 1.55178862D-01 1.97181659D-01 3.70946088D-02 1.39089531D-01 93 TO 96 1.92249304D-01 1.30985472D-01 9.44990843D-02 1.44290954D-01 97 TO 100 9.60319941D-02 4.00697805D-02 -5.24339900D-03 -3.93880770D-02 101 TO 104 -4.23780844D-02 4.26715124D-03 1.04116153D-02 2.41717537D-02 105 TO 108 3.47177227D-02 7.52304981D-03 2.59091352D-04 3.23863155D-02 109 TO 112 4.15898687D-02 3.45275343D-02 6.19757713D-02 2.05582005D-02 113 TO 116 -3.49051135D-02 -2.99663025D-02 -2.15978104D-02 -3.13486012D-02 117 TO 120 7.08405224D-02 4.17179801D-02 3.49482037D-02 -2.41859381D-02 121 TO 124 -4.13617317D-02 3.87928682D-02 7.79962736D-02 -1.72932660D-01 125 TO 128 -6.49494881D-02 -3.62915434D-02 -1.35461930D-01 5.65408288D-02 129 TO 132 7.49524055D-02 2.98657459D-02 1.75994080D-02 -3.04221687D-02 133 TO 136 -3.04875550D-02 -1.16131729D-01 1.79823574D-02 -5.26840486D-02 137 TO 140 2.68617473D-02 -8.24654722D-02 -2.04650783D-02 -1.12394459D-01 141 TO 144 -1.53223044D-01 -7.22358278D-02 1.41537139D-02 -5.48098022D-02 145 TO 148 4.11491459D-02 -5.93604910D-02 -5.89324105D-02 -2.17164028D-02 149 TO 152 -4.53003514D-02 1.64597190D-02 2.56995118D-02 5.25763786D-02 153 TO 156 3.65736044D-02 3.05793914D-03 1.51932660D-02 4.26472846D-02 157 TO 160 2.33177963D-02 -3.73725988D-02 -2.34257676D-02 9.19001325D-03 161 TO 164 -3.73459831D-03 -2.22085525D-02 -1.38570477D-02 2.66936015D-02 165 TO 168 8.27397808D-03 -1.61113362D-02 1.44771529D-03 3.11985393D-02 169 TO 172 2.00717826D-02 -2.39805565D-02 -9.95415311D-03 2.41788044D-02 173 TO 176 4.33816328D-02 1.02792841D-02 1.66717034D-02 4.31442123D-02 177 TO 180 6.72088679D-03 -1.07813425D-01 -7.59654714D-02 -4.33167888D-02 181 TO 184 -4.20581771D-02 -6.16482112D-02 -2.43851158D-02 -3.00403564D-03 185 TO 188 2.14149740D-02 -1.25052501D-02 -2.26696023D-03 3.75147890D-02 189 TO 192 2.80600618D-02 -2.02000326D-02 -5.74779099D-02 1.59628206D-02 193 TO 196 -1.55729240D-02 2.94034533D-02 5.95145874D-02 -4.34113595D-02 197 TO 200 -4.25653195D-03 2.35867845D-02 3.83040057D-02 9.61562728D-03 201 TO 204 -7.88798060D-02 5.32645051D-02 1.10240645D-01 -9.68512574D-02 205 TO 208 -1.00002972D-01 -2.33236754D-02 8.19889667D-03 -1.82456556D-02 209 TO 212 -1.59143988D-02 -1.07218824D-02 -2.48893700D-02 -1.09840498D-02 213 TO 216 -1.65874824D-02 -8.05002350D-03 -6.19453091D-03 -4.98290204D-02 217 TO 220 -6.95563100D-02 -4.22249849D-02 7.94841682D-02 -9.96965647D-02 221 TO 224 -6.18589402D-02 2.40787775D-02 -1.91128939D-02 -6.46758825D-02 225 TO 228 -1.05678275D-01 1.01247047D-02 -3.47033526D-02 1.24545145D-02 229 TO 232 8.98540498D-03 -3.46599300D-02 -1.02612801D-01 3.23105713D-02 233 TO 236 9.88325081D-03 -7.65651211D-03 -2.65964840D-02 1.22854564D-01 237 TO 240 1.42618845D-01 9.27437372D-03 8.44549826D-02 2.96264580D-02 241 TO 244 -1.44508888D-01 2.00489850D-01 2.97789886D-02 1.04365607D-01 245 TO 247 -1.57477657D-02 2.35358657D-01 -1.81904612D-01 GAINFIT: Calling DODRC. Niter 4 BR - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 1 KP ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 203 (NUMBER WITH NONZERO WEIGHT = 203) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 1.70187370D-03 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 6.00000024D-01 NO 1.66666660D+00 1.00000D-05 2 2.80000009D-02 NO 3.57142846D+01 1.00000D-05 3 -5.00000024D-04 NO 1.99999991D+03 1.00000D-05 4 1.99999999D-06 NO 5.00000001D+05 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 7.975D+01 N,1 4.785D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 6.674D-01 5.000D-04 N,1 8.877D-01 5.000D-04 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 1.41666D-03 1.6759D-01 1.6759D-01 1.270D+00 YES 1 TO 3 -1.36839357D-01 6.37177365D-02 -1.03934895D-03 4 4.59884640D-06 2 23 1.41666D-03 0.0000D+00 8.3641D-21 2.446D-09 YES 1 TO 3 -1.36839357D-01 6.37177365D-02 -1.03934895D-03 4 4.59884640D-06 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 2.08D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 1.41666182D-03 --- RESIDUAL STANDARD DEVIATION = 2.66812736D-03 DEGREES OF FREEDOM = 199 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 -1.36839357D-01 2.3497D-01 -6.00188627D-01 TO 3.26509913D-01 2 6.37177365D-02 1.5897D-02 3.23687132D-02 TO 9.50667598D-02 3 -1.03934895D-03 3.4017D-04 -1.71014059D-03 TO -3.68557311D-04 4 4.59884640D-06 2.3236D-06 1.68384888D-08 TO 9.18085432D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -4.69271009D-04 -2.01315962D-01 -2.58457551D-01 -6.74146737D-02 5 TO 8 -1.49146708D-01 -6.07955206D-03 -3.40761778D-01 -4.74906739D-02 9 TO 12 -1.22792202D-01 -1.19404453D-01 6.05131641D-02 4.26335360D-01 13 TO 16 8.82210088D-03 -3.22835451D-02 3.72112388D-02 2.22513380D-01 17 TO 20 1.87613949D-01 2.58372478D-01 9.48860239D-04 -1.09560609D-01 21 TO 24 -1.06892007D-02 6.73235638D-02 2.14172517D-02 -9.32539357D-03 25 TO 28 -4.80040089D-02 -1.21078350D-01 1.86616342D-01 6.08780785D-02 29 TO 32 1.17825979D-01 1.29369967D-02 5.97445212D-02 -1.08362869D-01 33 TO 36 -3.21314188D-02 -2.94640513D-02 -1.01739945D-01 6.55621612D-02 37 TO 40 1.07390615D-01 -4.14754709D-02 6.62602225D-02 2.56714522D-02 41 TO 44 3.13754974D-02 4.75127093D-02 -1.96547926D-01 1.50704471D-01 45 TO 48 -1.08173760D-01 -4.53917397D-02 -5.81442726D-02 1.20507641D-01 49 TO 52 -9.92266847D-02 -1.61815689D-01 3.83985132D-02 -5.39781958D-02 53 TO 56 1.58770777D-01 7.94455781D-02 1.15675235D-01 1.02475310D-01 57 TO 60 1.56578811D-01 3.65016185D-02 -8.29146732D-03 7.53176308D-02 61 TO 64 2.21580455D-01 -1.29340507D-03 -1.79895803D-01 -4.96662550D-02 65 TO 68 -1.83268397D-01 -6.33897175D-02 1.03724829D-02 5.89744083D-02 69 TO 72 -1.45668287D-01 -2.10085698D-02 -1.24213403D-01 3.61437142D-02 73 TO 76 -1.69048052D-01 7.93595414D-04 8.76862633D-02 6.51508200D-02 77 TO 80 9.04116282D-02 -7.25704780D-02 3.16543809D-02 2.14252106D-02 81 TO 84 -1.05613585D-01 -4.13787324D-02 4.23670795D-02 -8.54726763D-03 85 TO 88 6.75152006D-02 -1.02141315D-01 2.06640255D-01 1.59938661D-01 89 TO 92 -3.54803129D-02 4.85125718D-02 6.39666147D-03 1.20508109D-01 93 TO 96 1.55283614D-01 -4.03458570D-02 -6.45231762D-02 -7.64671344D-02 97 TO 100 -7.50731010D-02 -8.30924013D-02 -1.37466142D-01 -9.96182547D-03 101 TO 104 -4.99726354D-02 -2.86367208D-02 1.19926605D-01 -1.07230594D-01 105 TO 108 -4.51744069D-02 2.59670745D-02 -5.59649926D-02 3.11461045D-01 109 TO 112 4.37294486D-03 -1.91691017D-02 -4.88922186D-02 2.12721156D-03 113 TO 116 -1.24744111D-01 1.86209142D-02 -2.81720059D-02 -4.94490760D-02 117 TO 120 -6.70512858D-02 -7.59797040D-02 5.42253908D-02 4.32010350D-02 121 TO 124 -1.77666232D-02 -2.29715392D-02 9.32333782D-02 9.36684921D-02 125 TO 128 1.20106590D-02 1.18709457D-02 1.20996083D-01 1.22183169D-01 129 TO 132 -1.55282570D-02 1.82259549D-03 1.00933199D-01 1.03078847D-01 133 TO 136 -5.04233106D-02 -5.69615825D-02 6.50771991D-02 6.55155913D-02 137 TO 140 -4.32086380D-02 -4.38905152D-02 7.62756674D-02 7.73763863D-02 141 TO 144 8.12947123D-03 -1.07784933D-01 1.13616818D-01 2.89717850D-02 145 TO 148 -4.67146105D-02 -5.39556808D-02 6.85296589D-02 3.99937564D-02 149 TO 152 -4.02440441D-02 1.12461744D-01 6.13328802D-02 1.81963979D-01 153 TO 156 -8.89320991D-03 -1.47349674D-01 1.08480614D-01 2.28350578D-02 157 TO 160 -7.59892284D-02 1.73951567D-02 3.81158174D-02 9.65745032D-02 161 TO 164 -2.56047465D-02 9.28118608D-02 -1.69508471D-02 5.64909564D-02 165 TO 168 5.67377766D-02 8.63352378D-02 4.67697657D-02 -2.26999247D-02 169 TO 172 1.94923525D-02 3.29832678D-02 -6.65500555D-02 -1.69521961D-02 173 TO 176 5.67333651D-02 -4.75980406D-01 9.25896243D-03 8.42419632D-02 177 TO 180 -7.18305011D-02 -5.55413861D-02 1.31150192D-02 1.02150744D-02 181 TO 184 7.99644508D-02 4.90966358D-02 5.34610601D-02 2.22349616D-02 185 TO 188 2.80198834D-02 -1.14297878D-01 -3.26478553D-01 2.51573891D-01 189 TO 192 1.80002541D-01 3.03417819D-01 -2.66516006D-02 1.33031210D-01 193 TO 196 -2.70903728D-01 -1.80186934D-01 -1.68738789D-01 -3.66049602D-02 197 TO 200 -2.05240448D-01 -2.66781082D-01 -3.28884592D-01 3.85628633D-03 201 TO 203 -2.13889852D-01 2.27400106D-02 1.48511175D-01 GAINFIT: Calling DODRC. Niter 1 KP - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 2 KP ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 203 (NUMBER WITH NONZERO WEIGHT = 203) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 1.07563889D+00 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 -1.36839357D-01 NO 7.30783907D+00 1.00000D-05 2 6.37177365D-02 NO 1.56942173D+01 1.00000D-05 3 -1.03934895D-03 NO 9.62140771D+02 1.00000D-05 4 4.59884640D-06 NO 2.17445836D+05 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 7.975D+01 N,1 4.785D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 6.674D-01 9.961D-01 N,1 8.877D-01 4.437D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 1.07447D+00 1.0865D-03 1.0865D-03 1.829D-01 YES 1 TO 3 -1.13161173D-01 6.26900598D-02 -1.02865298D-03 4 4.58177657D-06 2 23 1.07447D+00 4.4409D-16 2.3028D-22 2.057D-10 YES 1 TO 3 -1.13161173D-01 6.26900598D-02 -1.02865298D-03 4 4.58177657D-06 3 33 1.07447D+00 8.8818D-16 7.2863D-22 5.464D-10 YES 1 TO 3 -1.13161173D-01 6.26900598D-02 -1.02865298D-03 4 4.58177657D-06 4 42 1.07447D+00 -4.4409D-16 5.9053D-23 5.456D-11 YES 1 TO 3 -1.13161173D-01 6.26900598D-02 -1.02865298D-03 4 4.58177657D-06 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 4 (NUMBER OF ITERATIONS) NFEV = 42 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 1.00D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 1.07447017D+00 --- RESIDUAL STANDARD DEVIATION = 7.34802532D-02 DEGREES OF FREEDOM = 199 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 -1.13161173D-01 1.7699D-01 -4.62173600D-01 TO 2.35851255D-01 2 6.26900598D-02 1.2014D-02 3.89980440D-02 TO 8.63820756D-02 3 -1.02865298D-03 2.5776D-04 -1.53693563D-03 TO -5.20370325D-04 4 4.58177657D-06 1.7655D-06 1.10019788D-06 TO 8.06335526D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 6.20684801D-04 -2.00966387D-01 -2.58302762D-01 -6.70731914D-02 5 TO 8 -1.48805226D-01 -5.64874205D-03 -3.40330968D-01 -4.69329247D-02 9 TO 12 -1.22234453D-01 -1.18758388D-01 6.12936420D-02 4.27115838D-01 13 TO 16 9.69348299D-03 -3.31458206D-02 3.63489632D-02 2.21560981D-01 17 TO 20 1.86324483D-01 2.57000820D-01 -1.78302653D-03 -1.12427876D-01 21 TO 24 -1.31405873D-02 6.48721772D-02 1.89083877D-02 -1.18342575D-02 25 TO 28 -5.05910456D-02 -1.23665386D-01 1.83857857D-01 5.81195934D-02 29 TO 32 1.25204432D-01 2.03529114D-02 6.72042309D-02 -1.00903160D-01 33 TO 36 -2.46466401D-02 -2.19792727D-02 -9.42237850D-02 6.26338272D-02 37 TO 40 1.04462281D-01 -4.43712183D-02 6.33644751D-02 2.28232458D-02 41 TO 44 2.85272911D-02 4.46988872D-02 -1.99361748D-01 1.47941084D-01 45 TO 48 -1.10937147D-01 -4.81192377D-02 -6.08717707D-02 1.17725394D-01 49 TO 52 -1.01963955D-01 -1.64471015D-01 3.68683651D-02 -5.55083439D-02 53 TO 56 1.57322575D-01 7.79973756D-02 1.14346992D-01 1.01147067D-01 57 TO 60 1.55337081D-01 3.52598883D-02 -9.40671672D-03 7.42906955D-02 61 TO 64 2.20553520D-01 -3.60854595D-03 -1.82210943D-01 -4.75617551D-02 65 TO 68 -1.81163897D-01 -6.13849795D-02 1.22357772D-02 6.08377026D-02 69 TO 72 -1.43902399D-01 -1.92426819D-02 -1.22589735D-01 3.77673829D-02 73 TO 76 -1.67519398D-01 2.32224938D-03 8.77972868D-02 6.52618435D-02 77 TO 80 9.05192202D-02 -7.24628860D-02 3.17551140D-02 2.15259436D-02 81 TO 84 -1.05523128D-01 -4.12882750D-02 4.24438632D-02 -8.47048393D-03 85 TO 88 6.75817460D-02 -1.02074769D-01 2.09249007D-01 1.62717636D-01 89 TO 92 -3.74158747D-02 4.66160369D-02 4.55747549D-03 1.18709304D-01 93 TO 96 1.53541814D-01 -4.20482805D-02 -6.77917927D-02 -7.97466879D-02 97 TO 100 -7.83526545D-02 -8.63856571D-02 -1.40759398D-01 -1.32634041D-02 101 TO 104 -5.32742140D-02 -3.19482892D-02 1.16615036D-01 -1.10547882D-01 105 TO 108 -4.83005719D-02 2.28409095D-02 -5.91131738D-02 3.08312864D-01 109 TO 112 1.19412123D-03 -2.23479253D-02 -5.20905353D-02 -1.07110512D-03 113 TO 116 -1.27967672D-01 1.53973536D-02 -3.14123233D-02 -5.26893933D-02 117 TO 120 -7.03783482D-02 -7.93067664D-02 5.08983284D-02 3.98739725D-02 121 TO 124 -2.10960040D-02 -2.63009200D-02 8.99039974D-02 9.03391113D-02 125 TO 128 8.68134304D-03 8.54162975D-03 1.17666767D-01 1.18853853D-01 129 TO 132 -1.88552553D-02 -1.50440277D-03 9.76062006D-02 9.97518486D-02 133 TO 136 -5.37435852D-02 -6.02818571D-02 6.17569245D-02 6.21953167D-02 137 TO 140 -4.65218517D-02 -4.72037288D-02 7.29624537D-02 7.40631727D-02 141 TO 144 5.17641820D-03 -1.10737986D-01 1.10663765D-01 2.60187320D-02 145 TO 148 -4.97052764D-02 -5.69463467D-02 6.55389929D-02 3.70030904D-02 149 TO 152 -4.32846569D-02 1.09421132D-01 5.82922674D-02 1.78923366D-01 153 TO 156 -1.19658288D-02 -1.50422293D-01 1.05407995D-01 1.97624389D-02 157 TO 160 -7.91051660D-02 1.42792191D-02 3.49998798D-02 9.34585657D-02 161 TO 164 -2.87488848D-02 8.96677225D-02 -2.01732391D-02 5.32685643D-02 165 TO 168 5.35368779D-02 8.31343392D-02 4.36030010D-02 -2.58666893D-02 169 TO 172 1.63518882D-02 2.98428035D-02 -6.96495000D-02 -2.00516406D-02 173 TO 176 5.36641367D-02 -4.79049634D-01 6.01138380D-03 8.09943846D-02 177 TO 180 -7.50815771D-02 -5.87924621D-02 9.85955749D-03 6.95961271D-03 181 TO 184 7.67056642D-02 4.58378492D-02 5.01985659D-02 1.89724674D-02 185 TO 188 2.47551222D-02 -1.13068392D-01 -3.25320335D-01 2.52552642D-01 189 TO 192 1.80981292D-01 3.04289201D-01 -2.98698519D-02 1.29812958D-01 193 TO 196 -2.74166932D-01 -1.83465281D-01 -1.72017136D-01 -3.99018686D-02 197 TO 200 -2.08537356D-01 -2.70088331D-01 -3.32191841D-01 1.01058574D-03 201 TO 203 -2.16735553D-01 1.98634638D-02 1.45634629D-01 GAINFIT: Calling DODRC. Niter 2 KP - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 3 KP ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 203 (NUMBER WITH NONZERO WEIGHT = 203) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 1.07433082D+00 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 -1.13161173D-01 NO 8.83695333D+00 1.00000D-05 2 6.26900598D-02 NO 1.59514922D+01 1.00000D-05 3 -1.02865298D-03 NO 9.72145149D+02 1.00000D-05 4 4.58177657D-06 NO 2.18255950D+05 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 7.975D+01 N,1 4.785D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 6.674D-01 9.948D-01 N,1 8.877D-01 4.486D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 1.07423D+00 8.9652D-05 8.9652D-05 6.794D-02 YES 1 TO 3 -1.05664321D-01 6.23485388D-02 -1.02460809D-03 4 4.57044903D-06 2 23 1.07423D+00 -4.4409D-16 1.4054D-21 4.316D-10 YES 1 TO 3 -1.05664321D-01 6.23485388D-02 -1.02460809D-03 4 4.57044903D-06 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 8.84D-04 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 1.07423451D+00 --- RESIDUAL STANDARD DEVIATION = 7.34721944D-02 DEGREES OF FREEDOM = 199 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 -1.05664321D-01 1.7651D-01 -4.53734114D-01 TO 2.42405472D-01 2 6.23485388D-02 1.1987D-02 3.87106777D-02 TO 8.59863999D-02 3 -1.02460809D-03 2.5726D-04 -1.53190797D-03 TO -5.17308208D-04 4 4.57044903D-06 1.7627D-06 1.09447810D-06 TO 8.04641996D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 8.61457465D-04 -2.00910733D-01 -2.58296295D-01 -6.69836424D-02 5 TO 8 -1.48715677D-01 -5.53293531D-03 -3.40215161D-01 -4.67797502D-02 9 TO 12 -1.22081278D-01 -1.18579179D-01 6.15125314D-02 4.27334727D-01 13 TO 16 9.93924622D-03 -3.33998359D-02 3.60949480D-02 2.21283560D-01 17 TO 20 1.85958990D-01 2.56613718D-01 -2.53801458D-03 -1.13221100D-01 21 TO 24 -1.38176650D-02 6.41950994D-02 1.82154648D-02 -1.25271804D-02 25 TO 28 -5.13056114D-02 -1.24379952D-01 1.83095395D-01 5.73571316D-02 29 TO 32 1.27433104D-01 2.25932667D-02 6.94582481D-02 -9.86491423D-02 33 TO 36 -2.23848010D-02 -1.97174335D-02 -9.19521529D-02 6.17954152D-02 37 TO 40 1.03623869D-01 -4.52010105D-02 6.25346830D-02 2.20060907D-02 41 TO 44 2.77101360D-02 4.38909131D-02 -2.00169722D-01 1.47146633D-01 45 TO 48 -1.11731598D-01 -4.89040287D-02 -6.16565617D-02 1.16925879D-01 49 TO 52 -1.02751380D-01 -1.65236294D-01 3.64164449D-02 -5.59602641D-02 53 TO 56 1.56893940D-01 7.75687406D-02 1.13952529D-01 1.00752604D-01 57 TO 60 1.54967322D-01 3.48901294D-02 -9.74027199D-03 7.39824775D-02 61 TO 64 2.20245302D-01 -4.24827177D-03 -1.82850669D-01 -4.69486709D-02 65 TO 68 -1.80550813D-01 -6.08017923D-02 1.27766276D-02 6.13785529D-02 69 TO 72 -1.43390668D-01 -1.87309514D-02 -1.22120468D-01 3.82366500D-02 73 TO 76 -1.67078464D-01 2.76318325D-03 8.78192427D-02 6.52837994D-02 77 TO 80 9.05401714D-02 -7.24419348D-02 3.17740570D-02 2.15448867D-02 81 TO 84 -1.05507193D-01 -4.12723402D-02 4.24557958D-02 -8.45855142D-03 85 TO 88 6.75906823D-02 -1.02065833D-01 2.10013654D-01 1.63533609D-01 89 TO 92 -3.79822238D-02 4.60606425D-02 4.01820369D-03 1.18181401D-01 93 TO 96 1.53029986D-01 -4.25489899D-02 -6.87162353D-02 -8.06735835D-02 97 TO 100 -7.92795501D-02 -8.73155197D-02 -1.41689261D-01 -1.41949852D-02 101 TO 104 -5.42057951D-02 -3.28817969D-02 1.15681528D-01 -1.11482381D-01 105 TO 108 -4.91902977D-02 2.19511837D-02 -6.00084544D-02 3.07417583D-01 109 TO 112 2.91191679D-04 -2.32508549D-02 -5.29982701D-02 -1.97883994D-03 113 TO 116 -1.28881540D-01 1.44834852D-02 -3.23301922D-02 -5.36072622D-02 117 TO 120 -7.13113094D-02 -8.02397276D-02 4.99653672D-02 3.89410113D-02 121 TO 124 -2.20304001D-02 -2.72353161D-02 8.89696013D-02 8.94047152D-02 125 TO 128 7.74580188D-03 7.60608859D-03 1.16731226D-01 1.17918312D-01 129 TO 132 -1.97909327D-02 -2.44008022D-03 9.66705231D-02 9.88161711D-02 133 TO 136 -5.46785453D-02 -6.12168172D-02 6.08219644D-02 6.12603566D-02 137 TO 140 -4.74556556D-02 -4.81375328D-02 7.20286497D-02 7.31293687D-02 141 TO 144 4.35867467D-03 -1.11555730D-01 1.09846021D-01 2.52009884D-02 145 TO 148 -5.05338602D-02 -5.77749305D-02 6.47104092D-02 3.61745067D-02 149 TO 152 -4.41277371D-02 1.08578052D-01 5.74491873D-02 1.78080286D-01 153 TO 156 -1.28182694D-02 -1.51274733D-01 1.04555555D-01 1.89099983D-02 157 TO 160 -7.99703825D-02 1.34140026D-02 3.41346633D-02 9.25933491D-02 161 TO 164 -2.96224986D-02 8.87941088D-02 -2.10868262D-02 5.23549773D-02 165 TO 168 5.26285108D-02 8.22259720D-02 4.27030690D-02 -2.67666213D-02 169 TO 172 1.54585495D-02 2.89494648D-02 -7.05324292D-02 -2.09345698D-02 173 TO 176 5.27889555D-02 -4.79924815D-01 5.10611256D-03 8.00891133D-02 177 TO 180 -7.59879560D-02 -5.96988410D-02 8.95178408D-03 6.05183929D-03 181 TO 184 7.57968292D-02 4.49290141D-02 4.92885423D-02 1.80624438D-02 185 TO 188 2.38443692D-02 -1.12716476D-01 -3.24989581D-01 2.52830186D-01 189 TO 192 1.81258836D-01 3.04534965D-01 -3.07824400D-02 1.28900370D-01 193 TO 196 -2.75090139D-01 -1.84391909D-01 -1.72943764D-01 -4.08324951D-02 197 TO 200 -2.09467983D-01 -2.71021029D-01 -3.33124539D-01 1.94098559D-04 201 TO 203 -2.17552040D-01 1.90387670D-02 1.44809932D-01 GAINFIT: Calling DODRC. Niter 3 KP - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 4 KP ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 203 (NUMBER WITH NONZERO WEIGHT = 203) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 1.07425626D+00 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 -1.05664321D-01 NO 9.46393249D+00 1.00000D-05 2 6.23485388D-02 NO 1.60388683D+01 1.00000D-05 3 -1.02460809D-03 NO 9.75982924D+02 1.00000D-05 4 4.57044903D-06 NO 2.18796883D+05 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 7.975D+01 N,1 4.785D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 6.674D-01 9.928D-01 N,1 8.877D-01 4.500D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 1.07425D+00 7.3758D-06 7.3758D-06 2.225D-02 YES 1 TO 3 -1.03342961D-01 6.22392850D-02 -1.02321283D-03 4 4.56566204D-06 2 23 1.07425D+00 -8.8818D-16 4.9015D-21 8.460D-10 YES 1 TO 3 -1.03342961D-01 6.22392850D-02 -1.02321283D-03 4 4.56566204D-06 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 2 (NUMBER OF ITERATIONS) NFEV = 23 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 8.44D-04 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 1.07424834D+00 --- RESIDUAL STANDARD DEVIATION = 7.34726673D-02 DEGREES OF FREEDOM = 199 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 -1.03342961D-01 1.7634D-01 -4.51074578D-01 TO 2.44388657D-01 2 6.22392850D-02 1.1978D-02 3.86193801D-02 TO 8.58591899D-02 3 -1.02321283D-03 2.5711D-04 -1.53022041D-03 TO -5.16205261D-04 4 4.56566204D-06 1.7620D-06 1.09110535D-06 TO 8.04021873D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 9.15715297D-04 -2.00903303D-01 -2.58301441D-01 -6.69598306D-02 5 TO 8 -1.48691865D-01 -5.50143569D-03 -3.40183662D-01 -4.67372971D-02 9 TO 12 -1.22038825D-01 -1.18529086D-01 6.15742825D-02 4.27396478D-01 13 TO 16 1.00089016D-02 -3.34725817D-02 3.60222022D-02 2.21204652D-01 17 TO 20 1.85856755D-01 2.56505723D-01 -2.74679105D-03 -1.13440774D-01 21 TO 24 -1.40045654D-02 6.40081991D-02 1.80241458D-02 -1.27184994D-02 25 TO 28 -5.15029895D-02 -1.24577330D-01 1.82884498D-01 5.71462347D-02 29 TO 32 1.28099884D-01 2.32636262D-02 7.01327935D-02 -9.79745969D-02 33 TO 36 -2.17078587D-02 -1.90404912D-02 -9.12722093D-02 6.15554857D-02 37 TO 40 1.03383939D-01 -4.54386480D-02 6.22970455D-02 2.17718301D-02 41 TO 44 2.74758754D-02 4.36591169D-02 -2.00401519D-01 1.46918483D-01 45 TO 48 -1.11959748D-01 -4.91295654D-02 -6.18820984D-02 1.16696361D-01 49 TO 52 -1.02977630D-01 -1.65456528D-01 3.62837934D-02 -5.60929156D-02 53 TO 56 1.56767914D-01 7.74427152D-02 1.13836249D-01 1.00636323D-01 57 TO 60 1.54858102D-01 3.47809091D-02 -9.83912477D-03 7.38908948D-02 61 TO 64 2.20153719D-01 -4.42480934D-03 -1.83027207D-01 -4.67703228D-02 65 TO 68 -1.80372465D-01 -6.06323330D-02 1.29335116D-02 6.15354370D-02 69 TO 72 -1.43242426D-01 -1.85827084D-02 -1.21984813D-01 3.83723046D-02 73 TO 76 -1.66951200D-01 2.89044682D-03 8.78233002D-02 6.52878569D-02 77 TO 80 9.05439357D-02 -7.24381706D-02 3.17772351D-02 2.15480648D-02 81 TO 84 -1.05504893D-01 -4.12700399D-02 4.24569283D-02 -8.45741887D-03 85 TO 88 6.75909408D-02 -1.02065574D-01 2.10237166D-01 1.63772453D-01 89 TO 92 -3.81472459D-02 4.58987041D-02 3.86081015D-03 1.18027217D-01 93 TO 96 1.52880345D-01 -4.26954844D-02 -6.89779427D-02 -8.09358214D-02 97 TO 100 -7.95417879D-02 -8.75783642D-02 -1.41952105D-01 -1.44581526D-02 101 TO 104 -5.44689625D-02 -3.31452778D-02 1.15418048D-01 -1.11745980D-01 105 TO 108 -4.94435921D-02 2.16978893D-02 -6.02631518D-02 3.07162886D-01 109 TO 112 3.45861918D-05 -2.35074604D-02 -5.32560565D-02 -2.23662638D-03 113 TO 116 -1.29140808D-01 1.42242179D-02 -3.25904039D-02 -5.38674739D-02 117 TO 120 -7.15733483D-02 -8.05017664D-02 4.97033284D-02 3.86789725D-02 121 TO 124 -2.22930506D-02 -2.74979666D-02 8.87069508D-02 8.91420647D-02 125 TO 128 7.48252186D-03 7.34280857D-03 1.16467946D-01 1.17655032D-01 129 TO 132 -2.00544582D-02 -2.70360566D-03 9.64069977D-02 9.85526457D-02 133 TO 136 -5.49421758D-02 -6.14804477D-02 6.05583340D-02 6.09967261D-02 137 TO 140 -4.77191766D-02 -4.84010537D-02 7.17651288D-02 7.28658478D-02 141 TO 144 4.13193748D-03 -1.11782467D-01 1.09619284D-01 2.49742512D-02 145 TO 148 -5.07637422D-02 -5.80048125D-02 6.44805271D-02 3.59446246D-02 149 TO 152 -4.43618500D-02 1.08343939D-01 5.72150744D-02 1.77846173D-01 153 TO 156 -1.30551318D-02 -1.51511596D-01 1.04318692D-01 1.86731358D-02 157 TO 160 -8.02110243D-02 1.31733608D-02 3.38940215D-02 9.23527073D-02 161 TO 164 -2.98656441D-02 8.85509633D-02 -2.13460263D-02 5.20957772D-02 165 TO 168 5.23705702D-02 8.19680314D-02 4.24472076D-02 -2.70224827D-02 169 TO 172 1.52043411D-02 2.86952564D-02 -7.07839910D-02 -2.11861317D-02 173 TO 176 5.25393865D-02 -4.80174384D-01 4.85331889D-03 7.98363196D-02 177 TO 180 -7.62410961D-02 -5.99519812D-02 8.69820644D-03 5.79826166D-03 181 TO 184 7.55429175D-02 4.46751025D-02 4.90342555D-02 1.78081570D-02 185 TO 188 2.35898516D-02 -1.12615531D-01 -3.24894882D-01 2.52909197D-01 189 TO 192 1.81337847D-01 3.04604620D-01 -3.10414010D-02 1.28641409D-01 193 TO 196 -2.75351573D-01 -1.84654090D-01 -1.73205945D-01 -4.10954866D-02 197 TO 200 -2.09730974D-01 -2.71284387D-01 -3.33387897D-01 -3.99830896D-05 201 TO 203 -2.17786122D-01 1.88024888D-02 1.44573654D-01 GAINFIT: Calling DODRC. Niter 4 KP - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 1 KP ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 196 (NUMBER WITH NONZERO WEIGHT = 196) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 1.44029057D-03 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 6.00000024D-01 NO 1.66666660D+00 1.00000D-05 2 2.80000009D-02 NO 3.57142846D+01 1.00000D-05 3 -5.00000024D-04 NO 1.99999991D+03 1.00000D-05 4 1.99999999D-06 NO 5.00000001D+05 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 7.975D+01 N,1 4.785D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 6.401D-01 5.000D-04 N,1 7.456D-01 5.000D-04 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 8.11800D-04 4.3636D-01 4.3636D-01 1.175D+00 YES 1 TO 3 -1.19499218D-01 5.59379904D-02 -8.24080157D-04 4 2.91868998D-06 2 23 8.11800D-04 2.2204D-16 8.9994D-22 2.143D-10 YES 1 TO 3 -1.19499218D-01 5.59379904D-02 -8.24080157D-04 4 2.91868998D-06 3 32 8.11800D-04 0.0000D+00 1.7942D-21 1.071D-10 YES 1 TO 3 -1.19499218D-01 5.59379904D-02 -8.24080157D-04 4 2.91868998D-06 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 3 (NUMBER OF ITERATIONS) NFEV = 32 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 2.07D-03 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 8.11800036D-04 --- RESIDUAL STANDARD DEVIATION = 2.05624055D-03 DEGREES OF FREEDOM = 192 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 -1.19499218D-01 1.8352D-01 -4.81465036D-01 TO 2.42466600D-01 2 5.59379904D-02 1.2509D-02 3.12644411D-02 TO 8.06115398D-02 3 -8.24080157D-04 2.6981D-04 -1.35626159D-03 TO -2.91898723D-04 4 2.91868998D-06 1.8592D-06 -7.48296692D-07 TO 6.58567666D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -5.93085781D-02 -2.16291766D-01 -3.54213725D-02 -9.96592652D-02 5 TO 8 1.99910111D-02 -2.72992223D-01 -1.83728242D-02 -7.70329142D-02 9 TO 12 -8.43203382D-02 7.89039292D-02 3.13763225D-02 -6.00683008D-02 13 TO 16 1.00914325D-02 1.88657351D-01 1.57390728D-01 2.29009749D-01 17 TO 20 2.06220990D-02 -8.07553562D-02 -2.25830064D-02 5.67996516D-02 21 TO 24 9.06268320D-03 -1.62020568D-02 -5.71598589D-02 -1.22718292D-01 25 TO 28 1.71248905D-01 5.39758126D-02 1.09098297D-01 1.34791848D-02 29 TO 32 5.60285093D-02 -8.95460008D-02 -2.77112509D-02 -1.84314037D-02 33 TO 36 -9.11798502D-02 5.76892674D-02 1.02220196D-01 -4.54914071D-02 37 TO 40 6.25811719D-02 1.86063092D-02 2.87864845D-02 3.92880810D-02 41 TO 44 -1.89511679D-01 1.38020270D-01 -1.05427213D-01 -5.07595539D-02 45 TO 48 -5.78844547D-02 1.04938453D-01 -1.07657099D-01 -1.68803627D-01 49 TO 52 1.63135805D-02 -6.73673473D-02 1.32112038D-01 6.03600861D-02 53 TO 56 8.97914147D-02 8.17947959D-02 1.28820402D-01 1.79069465D-02 57 TO 60 -3.11372977D-02 4.91611364D-02 1.94585920D-01 -1.69527371D-02 61 TO 64 -5.75413544D-02 -2.74562371D-02 -1.39086975D-01 -3.95371226D-02 65 TO 68 2.82569035D-02 8.05313095D-02 -1.13458801D-01 8.82739940D-03 69 TO 72 -9.32907877D-02 6.10474529D-02 -1.33707429D-01 2.96067350D-02 73 TO 76 6.04328757D-02 4.32181602D-02 6.30664396D-02 -8.84882045D-02 77 TO 80 6.62305278D-03 1.44132299D-03 -1.25263077D-01 -5.85827651D-02 81 TO 84 1.70183910D-02 -2.71234381D-02 4.12308364D-02 -1.16596064D-01 85 TO 88 1.87458045D-01 1.43338559D-01 -5.49306203D-02 2.61384513D-02 89 TO 92 -1.50140524D-02 9.52161097D-02 1.28526538D-01 -6.11398541D-02 93 TO 96 -9.72295803D-03 -2.05411380D-02 -9.75216088D-03 -2.65068996D-02 97 TO 100 -6.59927714D-02 4.01432836D-02 1.29522407D-02 2.31637066D-02 101 TO 104 1.66223199D-01 -4.84188023D-02 -4.67314198D-02 2.63034031D-02 105 TO 108 -5.68569816D-02 2.99596079D-01 1.48632081D-03 -1.62889764D-02 109 TO 112 -4.94750373D-02 4.30253822D-03 -1.22064854D-01 2.03764779D-02 113 TO 116 -2.90335620D-02 -4.45219482D-02 -8.60771085D-02 -9.48426868D-02 117 TO 120 3.29648112D-02 2.21421574D-02 -3.78327069D-02 -4.29434476D-02 121 TO 124 7.11218419D-02 7.15476575D-02 -8.82734188D-03 -8.96598229D-03 125 TO 128 9.81498229D-02 9.93135439D-02 -3.60273137D-02 -1.89977898D-02 129 TO 132 7.82880769D-02 8.03928361D-02 -7.05548493D-02 -7.69741503D-02 133 TO 136 4.28175362D-02 4.32463320D-02 -6.36848175D-02 -6.43557274D-02 137 TO 140 5.35978115D-02 5.46767748D-02 -1.14731948D-02 -1.24849812D-01 141 TO 144 9.18486555D-02 9.07806945D-03 -6.49222885D-02 -7.18641434D-02 145 TO 148 4.79560937D-02 2.01419439D-02 -5.82481548D-02 9.14483145D-02 149 TO 152 4.12436203D-02 1.59513004D-01 -2.73398451D-02 -1.62787228D-01 153 TO 156 8.76245208D-02 3.87737234D-03 -9.28074637D-02 -1.19816453D-03 157 TO 160 1.89550599D-02 7.63432464D-02 -4.33100148D-02 7.26756171D-02 161 TO 164 -3.70755765D-02 3.49404838D-02 3.47666296D-02 6.38504180D-02 165 TO 168 2.45447826D-02 -4.33582593D-02 -2.50076423D-03 1.08191453D-02 169 TO 172 -8.72494728D-02 -3.85700018D-02 3.31066430D-02 -1.04620825D-02 173 TO 176 6.30997051D-02 -9.00263533D-02 -7.40599975D-02 -6.66991522D-03 177 TO 180 -9.53171303D-03 5.89278514D-02 2.86234194D-02 3.29230269D-02 181 TO 184 2.26674875D-03 7.95958975D-03 -1.07138887D-01 2.35349134D-01 185 TO 188 1.42159298D-01 -3.29758082D-02 1.25743731D-01 -1.80440161D-01 189 TO 192 -1.63435075D-01 -4.14275113D-02 -1.98221821D-01 -3.16859422D-01 193 TO 196 -9.77870830D-03 -6.00433052D-02 8.79521515D-03 2.44501843D-01 GAINFIT: Calling DODRC. Niter 1 KP - Sum of squares convergence ------------------------------------------------------------------------------- GAINFIT: Calling DODRC. Niter 2 KP ******************************************************* * ODRPACK VERSION 2.01 OF 06-19-92 (DOUBLE PRECISION) * ******************************************************* *** INITIAL SUMMARY FOR FIT BY METHOD OF OLS *** --- PROBLEM SIZE: N = 196 (NUMBER WITH NONZERO WEIGHT = 196) NQ = 1 M = 1 NP = 4 (NUMBER UNFIXED = 4) --- CONTROL VALUES: JOB = 00112 = ABCDE, WHERE A=0 ==> FIT IS NOT A RESTART. B=0 ==> DELTAS ARE FIXED AT ZERO SINCE E=2. C=1 ==> COVARIANCE MATRIX WILL BE COMPUTED USING DERIVATIVES FROM THE LAST ITERATION. D=1 ==> DERIVATIVES ARE ESTIMATED BY CENTRAL DIFFERENCES. E=2 ==> METHOD IS EXPLICIT OLS. NDIGIT = 15 (ESTIMATED BY ODRPACK) TAUFAC = 1.00D+00 --- STOPPING CRITERIA: SSTOL = 1.49D-08 (SUM OF SQUARES STOPPING TOLERANCE) PARTOL = 3.67D-11 (PARAMETER STOPPING TOLERANCE) MAXIT = 50 (MAXIMUM NUMBER OF ITERATIONS) --- INITIAL WEIGHTED SUM OF SQUARES = 6.35926908D-01 --- FUNCTION PARAMETER SUMMARY: INDEX BETA(K) FIXED SCALE DERIVATIVE STEP SIZE (K) (IFIXB) (SCLB) (STPB) 1 -1.19499218D-01 NO 8.36825558D+00 1.00000D-05 2 5.59379904D-02 NO 1.78769382D+01 1.00000D-05 3 -8.24080157D-04 NO 1.21347419D+03 1.00000D-05 4 2.91868998D-06 NO 3.42619465D+05 1.00000D-05 --- EXPLANATORY VARIABLE SUMMARY: INDEX X(I,J) (I,J) 1,1 7.975D+01 N,1 4.785D+01 --- RESPONSE VARIABLE AND EPSILON ERROR WEIGHT SUMMARY: INDEX Y(I,L) WEIGHT (I,L) (WE) 1,1 6.401D-01 6.061D-01 N,1 7.456D-01 2.718D-01 *** ITERATION REPORTS FOR FIT BY METHOD OF OLS *** CUM. ACT. REL. PRED. REL. IT. NO. FN WEIGHTED SUM-OF-SQS SUM-OF-SQS G-N BETA --------------> NUM. EVALS SUM-OF-SQS REDUCTION REDUCTION TAU/PNORM STEP INDEX VALUE ---- ------ ----------- ----------- ----------- --------- ---- ----- ----- 1 14 6.35641D-01 4.4938D-04 4.4938D-04 5.337D-02 YES 1 TO 3 -1.14289418D-01 5.58783131D-02 -8.29520761D-04 4 3.00592761D-06 2 23 6.35641D-01 8.8818D-16 5.3646D-21 1.307D-09 YES 1 TO 3 -1.14289417D-01 5.58783130D-02 -8.29520761D-04 4 3.00592760D-06 3 32 6.35641D-01 0.0000D+00 3.7098D-20 6.537D-10 NO 1 TO 3 -1.14289417D-01 5.58783130D-02 -8.29520761D-04 4 3.00592760D-06 *** FINAL SUMMARY FOR FIT BY METHOD OF OLS *** --- STOPPING CONDITIONS: INFO = 1 ==> SUM OF SQUARES CONVERGENCE. NITER = 3 (NUMBER OF ITERATIONS) NFEV = 32 (NUMBER OF FUNCTION EVALUATIONS) IRANK = 0 (RANK DEFICIENCY) RCOND = 9.76D-04 (INVERSE CONDITION NUMBER) ISTOP = 0 (RETURNED BY USER FROM SUBROUTINE FCN) --- FINAL WEIGHTED SUMS OF SQUARES = 6.35641138D-01 --- RESIDUAL STANDARD DEVIATION = 5.75380824D-02 DEGREES OF FREEDOM = 192 --- ESTIMATED BETA(J), J = 1, ..., NP: BETA S.D. BETA ---- 95% CONFIDENCE INTERVAL ---- 1 -1.14289417D-01 1.4513D-01 -4.00534039D-01 TO 1.71955205D-01 2 5.58783130D-02 9.9748D-03 3.62040980D-02 TO 7.55525281D-02 3 -8.29520761D-04 2.1702D-04 -1.25757554D-03 TO -4.01465978D-04 4 3.00592760D-06 1.5101D-06 2.74780205D-08 TO 5.98437719D-06 N.B. STANDARD ERRORS AND CONFIDENCE INTERVALS ARE COMPUTED USING DERIVATIVES CALCULATED AT THE BEGINNING OF THE LAST ITERATION, AND NOT USING DERIVATIVES RE-EVALUATED AT THE FINAL SOLUTION. --- ESTIMATED EPSILON(I, 1), I = 1, ..., N: INDEX VALUE --------------> 1 TO 4 -4.92123993D-02 -2.07736650D-01 -3.51327101D-02 -9.93706027D-02 5 TO 8 2.03112306D-02 -2.72672003D-01 -1.80077006D-02 -7.66677906D-02 9 TO 12 -8.39239449D-02 7.93479380D-02 3.18525383D-02 -5.40194041D-02 13 TO 16 1.61403291D-02 1.94519721D-01 1.62553671D-01 2.34001518D-01 17 TO 20 2.26570846D-02 -7.90500955D-02 -1.99016641D-02 5.94809939D-02 21 TO 24 1.16144890D-02 -1.36502510D-02 -5.47863519D-02 -1.20344785D-01 25 TO 28 1.73220301D-01 5.59472087D-02 1.11667274D-01 1.60585120D-02 29 TO 32 5.86199103D-02 -8.69545998D-02 -2.51129516D-02 -1.58331045D-02 33 TO 36 -8.85729292D-02 5.71538804D-02 1.01684809D-01 -4.60332775D-02 37 TO 40 6.20393014D-02 1.80572672D-02 2.82374425D-02 3.87353274D-02 41 TO 44 -1.90064433D-01 1.37464007D-01 -1.05983475D-01 -5.13170757D-02 45 TO 48 -5.84419765D-02 1.04383251D-01 -1.08214372D-01 -1.69361000D-01 49 TO 52 1.59784146D-02 -6.77025131D-02 1.31800925D-01 6.00489731D-02 53 TO 56 8.95164603D-02 8.15198415D-02 1.28572145D-01 1.76586890D-02 57 TO 60 -3.13457091D-02 4.89810552D-02 1.94405838D-01 -1.39686683D-02 61 TO 64 -5.45572856D-02 -2.65461596D-02 -1.38176897D-01 -3.86617812D-02 65 TO 68 2.90828545D-02 8.13572605D-02 -1.12666953D-01 9.61924730D-03 69 TO 72 -9.25488533D-02 6.17893873D-02 -1.32998914D-01 3.03152498D-02 73 TO 76 6.06403647D-02 4.34256493D-02 6.32727234D-02 -8.82819207D-02 77 TO 80 6.82692767D-03 1.64519788D-03 -1.25062810D-01 -5.83824982D-02 81 TO 84 1.72138584D-02 -2.69279706D-02 4.14227114D-02 -1.16404189D-01 85 TO 88 1.88542282D-01 1.44481003D-01 -5.53746417D-02 2.57040135D-02 89 TO 92 -1.54340108D-02 9.48066120D-02 1.28132154D-01 -6.15235745D-02 93 TO 96 -1.00092037D-02 -2.08028815D-02 -1.00139044D-02 -2.67318162D-02 97 TO 100 -6.62176880D-02 3.99456347D-02 1.27545918D-02 2.30068586D-02 101 TO 104 1.66066351D-01 -4.85455633D-02 -4.71853347D-02 2.58494883D-02 105 TO 108 -5.72947587D-02 2.99158302D-01 1.07504788D-03 -1.67002493D-02 109 TO 112 -4.98663830D-02 3.91119253D-03 -1.22425732D-01 2.00156007D-02 113 TO 116 -2.93704231D-02 -4.48588093D-02 -8.59536826D-02 -9.47192609D-02 117 TO 120 3.30882371D-02 2.22655833D-02 -3.77611246D-02 -4.28718653D-02 121 TO 124 7.11934242D-02 7.16192398D-02 -8.82731044D-03 -8.96595084D-03 125 TO 128 9.81498543D-02 9.93135754D-02 -3.60723817D-02 -1.90428579D-02 129 TO 132 7.82430089D-02 8.03477681D-02 -7.06625095D-02 -7.70818106D-02 133 TO 136 4.27098760D-02 4.31386718D-02 -6.38336807D-02 -6.45045905D-02 137 TO 140 5.34489484D-02 5.45279116D-02 -9.98668603D-03 -1.23363303D-01 141 TO 144 9.33351643D-02 1.05645783D-02 -6.35349981D-02 -7.04768530D-02 145 TO 148 4.93433842D-02 2.15292343D-02 -5.69966443D-02 9.26998250D-02 149 TO 152 4.24951308D-02 1.60764515D-01 -2.61783056D-02 -1.61625689D-01 153 TO 156 8.87860603D-02 5.03891183D-03 -9.17724002D-02 -1.63101050D-04 157 TO 160 1.99901234D-02 7.73783099D-02 -4.23609575D-02 7.36246744D-02 161 TO 164 -3.74380029D-02 3.45780574D-02 3.43781374D-02 6.34619258D-02 165 TO 168 2.41224476D-02 -4.37805942D-02 -2.94444458D-03 1.03754650D-02 169 TO 172 -8.77203475D-02 -3.90408765D-02 3.26194635D-02 -9.87130995D-03 173 TO 176 6.36904777D-02 -8.94496715D-02 -7.34833157D-0