Hi,
I want to find the relation of tobq with the follwoing variables: mb oiadpa oiadprevt capex roa rd da log_s cdaraw charaw fgaraw ndaraw bcaraw ghnraw lcbraw gibraw ghpraw epinew.
The data is arranged as per gvkey on a yearly basis.
So this is a time series regression and as well the observations are grouped by gvkey. I am not able to find a suitable regression model that does multi variable time based regression and as well for categorical variables.
Here is the extract of the data doen with dataex.
----------------------- copy starting from the next line -----------------------
I want to find the relation of tobq with the follwoing variables: mb oiadpa oiadprevt capex roa rd da log_s cdaraw charaw fgaraw ndaraw bcaraw ghnraw lcbraw gibraw ghpraw epinew.
The data is arranged as per gvkey on a yearly basis.
So this is a time series regression and as well the observations are grouped by gvkey. I am not able to find a suitable regression model that does multi variable time based regression and as well for categorical variables.
Here is the extract of the data doen with dataex.
----------------------- copy starting from the next line -----------------------
Code:
* Example generated by -dataex-. For more info, type help dataex clear input str6 gvkey float firmid double fyear float(mb oiadpa oiadprevt capex roa rd da log_s cdaraw charaw fgaraw ndaraw bcaraw ghnraw lcbraw gibraw ghpraw epinew) "001491" 1491 2018 .453347 .06469826 .07454837 .05588364 .10892415 0 .19854404 12.670706 -.004885465 .05332677 .13299207 .009174924 -.02485989 116721.58 . -.02523143 90606.68 75.01 "001491" 1491 2019 -.13882348 .021469384 .03049126 .05281117 .08743358 0 .26364386 12.576932 -.008798524 .04956894 .11838485 .007256824 -.015325904 112436.05 . -.026289845 92353.51 75.01 "001491" 1491 2020 .06674153 .021796133 .03213436 .035652485 .08920133 0 .2448996 12.451118 . . . . . . . . . 65.8 "002018" 2018 2010 .1233655 .003153853 .12801485 0 .005341744 0 .08208855 11.301516 .01332037 .032028 .05990632 -.01336977 .01338929 121716.31 -.026294716 -.02006713 84237.04 54.64116 "002018" 2018 2012 -.28879857 .02192684 .49948525 0 .02404828 0 .07317365 11.942883 .022734685 .028405314 .09561488 -.020082464 .0089360215 153314.9 .13796015 -.014907585 92260.73 54.64 "002018" 2018 2013 -.23480277 .022179186 .4783385 0 .0242761 0 .06795865 11.947263 .020294007 .031202616 .11157067 -.017062265 .00640176 144180.7 .07569032 -.014609252 85142.17 54.64 "002018" 2018 2014 -.3540841 .013853898 .3604124 0 .015721953 0 .0597727 11.775178 .012466508 .03731097 .10556445 -.011887368 .0023368085 127314.9 .1142835 -.019337654 82612.62 65.78 "002018" 2018 2015 -.3686967 .014967623 .40857255 0 .016583472 0 .05115979 11.743872 .004499224 .04046772 .1202135 -.00551598 -.011872308 121269.41 .07218915 -.022377897 88179.83 65.78 "002018" 2018 2017 -.036012482 .015362503 .4442876 0 .016808698 0 .034551214 11.61689 -.004970952 .04922549 .13496697 .00809244 -.029473914 113615.8 .068539985 -.025918096 90041.22 78.14 "002018" 2018 2018 -.04487946 .0160575 .455116 0 .017299205 0 .03863612 11.692968 -.004885465 .05332677 .13299207 .009174924 -.02485989 116721.58 . -.02523143 90606.68 75.01 "002018" 2018 2019 .04024683 .017022856 .483912 0 .018301807 0 .04254222 11.46403 -.008798524 .04956894 .11838485 .007256824 -.015325904 112436.05 . -.026289845 92353.51 75.01 "002338" 2338 2010 .2282314 .07779792 .10218662 .033954177 .1155431 .0041134446 .296687 15.478646 -.015894242 -.11478703 .05652193 -.034025922 -.071884416 275349.7 .11589016 -.0317447 615815.7 68.822685 "002338" 2338 2012 .51477695 .07527896 .11108534 .04573315 .10325319 .0018552876 .1738174 15.44891 -.03178676 -.11054555 .05406445 -.02526402 -.06262575 113745.87 .23960727 -.03231633 587446.7 68.82 "002338" 2338 2013 .8097002 .07919829 .1032209 .04514497 .1074139 .001521684 .22981125 15.268847 -.035052836 -.10444324 .05127205 -.019068906 -.06176976 94239.74 .06362944 -.031561527 575286.9 68.82 "002338" 2338 2014 .815507 .08851101 .1059499 .04599956 .11946806 .0013048017 .24504033 15.305223 -.04284958 -.09473773 .0413481 -.008518716 -.06241509 22549.75 .08994394 -.034019206 538845.9 77.35 "002338" 2338 2015 1.1102089 .07706574 .09528662 .05007212 .10900474 .0012738854 .2283124 15.304218 -.04707152 -.08162951 .031687833 -.002890277 -.05409052 0 .021019934 -.03692598 523745.8 77.35 "002411" 2411 2010 1.986331 .11818182 .13857342 .11236194 .24473237 .0464734 .3980884 14.61321 -.015894242 -.11478703 .05652193 -.034025922 -.071884416 275349.7 .11589016 -.0317447 615815.7 68.822685 "002721" 2721 2010 .7525007 .0972815 .1045488 .04999021 .1666102 .08519704 .0010369444 16.154968 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "002721" 2721 2012 .53922343 .0818748 .09306774 .07994205 .147134 .085196 .0005352037 16.05108 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "002721" 2721 2013 .4227338 .07949565 .09038935 .05495898 .1443535 .08209402 .0003412913 15.922433 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "002721" 2721 2014 .5422934 .08148848 .09752198 .04895331 .14055653 .08289727 .00025736346 15.877385 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "002721" 2721 2015 .5022036 .08022317 .09346965 .05712759 .1419533 .0864412 .00019897136 15.78179 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "002721" 2721 2018 .3475212 .06999785 .08678073 .03906529 .121341 .0799208 .07387786 15.890655 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "002721" 2721 2019 .39160135 .03663048 .04860909 .04522968 .08640178 .08307213 .09249067 15.740915 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "004925" 4925 2020 .23856533 .04662258 .07547164 .02819309 .08139743 .069395065 .13926986 15.333427 . . . . . . . . . 75.1 "005650" 5650 2010 .3065367 .04839168 .04771546 .05692653 .10258165 .04241179 .1654625 17.09072 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "005650" 5650 2012 .13098928 .04302356 .04667898 .07313225 .08563843 .03774995 .14370598 17.19312 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "005650" 5650 2013 .3723794 .04836306 .05540763 .07456717 .0896982 .036542494 .15082747 17.170132 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "005650" 5650 2014 .3917951 .03884266 .04940793 .07489082 .07752945 .034250885 .16858453 16.993599 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "005650" 5650 2015 .2005112 .04386318 .05486449 .08169481 .0843213 .033255916 .1658449 16.914507 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "005650" 5650 2018 -.1395222 .05388075 .05471035 .03971821 .09211276 .034080055 .07359718 17.047354 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "005650" 5650 2019 .34785825 .014424857 .016338052 .032516755 .05804565 .03349962 .10780396 17.003428 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "005691" 5691 2010 .26904458 .04924218 .063755564 .0965323 .09795405 .05454932 .17658477 17.293613 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "005691" 5691 2012 .12302422 .03995568 .05515417 .1041408 .08325994 .05671219 .19881 17.273462 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "005691" 5691 2013 .28151932 .04802711 .063355215 .12174128 .09889886 .05354466 .20701957 17.419847 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "005691" 5691 2014 -.10702932 .03639471 .05031498 .035179134 .0703269 .05029224 .21308535 17.423994 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "005691" 5691 2015 .04641826 .027613577 .03447509 .0348437 .0638582 .04929748 .2049793 17.420313 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "005691" 5691 2018 -.4554307 .035573028 .04571638 .020606566 .07091711 .05160927 .20286563 17.575344 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "005691" 5691 2019 -.3557776 .03096733 .04243765 .018092303 .06517197 .05501303 .2063014 17.521835 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "005691" 5691 2020 -.5552905 .03011756 .05012771 .01452532 .05859428 .05922318 .21510673 17.474371 . . . . . . . . . 75.1 "006203" 6203 2010 -.27592367 -.003632665 -.14373936 0 -.0004466832 0 .06616294 11.5598 .01332037 .032028 .05990632 -.01336977 .01338929 121716.31 -.026294716 -.02006713 84237.04 54.64116 "006203" 6203 2012 -.6040215 .02314317 .4534725 0 .02614496 0 .06115093 11.230965 .022734685 .028405314 .09561488 -.020082464 .0089360215 153314.9 .13796015 -.014907585 92260.73 54.64 "006203" 6203 2013 -.5605166 .018882133 .3645994 0 .02198427 0 .05817253 11.409163 .020294007 .031202616 .11157067 -.017062265 .00640176 144180.7 .07569032 -.014609252 85142.17 54.64 "006203" 6203 2014 -.6984193 .0146415 .33850965 0 .017444164 0 .05140471 11.374203 .012466508 .03731097 .10556445 -.011887368 .0023368085 127314.9 .1142835 -.019337654 82612.62 65.78 "006203" 6203 2015 -.5799478 .011940953 .3320238 0 .014445094 0 .04662379 11.39129 .004499224 .04046772 .1202135 -.00551598 -.011872308 121269.41 .07218915 -.022377897 88179.83 65.78 "006203" 6203 2017 -.28247386 .015079943 .3470301 0 .017050823 0 .03453108 11.804366 -.004970952 .04922549 .13496697 .00809244 -.029473914 113615.8 .068539985 -.025918096 90041.22 78.14 "006203" 6203 2018 -.24262863 .0167868 .3804605 0 .018555373 0 .03543834 11.87512 -.004885465 .05332677 .13299207 .009174924 -.02485989 116721.58 . -.02523143 90606.68 75.01 "006203" 6203 2019 -.0022559334 .016822992 .38497445 0 .01861652 0 .05053055 11.731652 -.008798524 .04956894 .11838485 .007256824 -.015325904 112436.05 . -.026289845 92353.51 75.01 "006494" 6494 2010 .9768975 .10372955 .1209515 .04691185 .14535882 .026587967 .1354739 15.39996 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "006494" 6494 2012 .58751065 .08404052 .11225624 .05679115 .11951592 .03224843 .13655025 15.801144 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "006494" 6494 2013 .4229245 .09069958 .1230999 .0701588 .12361345 .033004258 .1173149 15.692725 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "006494" 6494 2014 .5457029 .08649993 .12233534 .07149782 .12303464 .035738543 .09979606 15.616306 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "006494" 6494 2015 .2436988 .07977232 .11244261 .06367152 .12278642 .03813335 .08132472 15.569747 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "006494" 6494 2018 .2066904 .10934086 .14597084 .05278682 .14547503 .026950624 .1298671 15.809494 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "006494" 6494 2019 .37184805 .06861755 .1025441 .0505536 .10463488 .03057872 .1227429 15.842247 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "006494" 6494 2020 .3600581 .04421005 .0764225 .04796714 .07938352 .03372441 .15337473 15.767247 . . . . . . . . . 75.1 "006506" 6506 2010 .4431209 .063463815 .09222703 .020162847 .08335765 .026775626 .14132713 15.300455 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "006512" 6512 2010 .11034407 .08010209 .1230729 .03382572 .11685605 .03905049 .01260579 15.32745 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "006512" 6512 2012 -.1020372 .033697307 .0600959 .02558903 .06593635 .037122652 .009135499 15.67113 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "006512" 6512 2013 .05036475 .0457321 .08331117 .01930061 .07461323 .03373708 .007382702 15.597688 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "006512" 6512 2014 -.05438864 .0309243 .06120262 .01888498 .05508503 .036215983 .00591854 15.640722 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "006512" 6512 2015 -.06755128 .029936844 .06262119 .021357335 .05470124 .03970933 .005852896 15.58718 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "006512" 6512 2018 -.0856495 .031943336 .05839898 .03740641 .05346584 .04306619 .0019053555 15.336768 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "006512" 6512 2019 .14959307 .030826956 .062657714 .03296284 .05936326 .04955496 .02363473 15.212022 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "006512" 6512 2020 -.08140653 .02022173 .04626638 .035162173 .0514394 .04941853 .026317386 15.208033 . . . . . . . . . 75.1 "006972" 6972 2010 .4143368 .11250527 .15372115 .02615253 .13279213 .02671386 .00005100575 13.4393 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "006972" 6972 2012 .397438 .10287681 .14651681 .02603555 .11997987 .027116235 .00001814166 13.775232 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "006972" 6972 2013 .572592 .10578266 .14330114 .021992946 .1223915 .022755325 .00003082133 13.757932 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "006972" 6972 2014 .4565582 .12498088 .1733829 .021073196 .1399619 .02198361 .0006657072 13.725925 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "006972" 6972 2015 .7186224 .11590183 .1526735 .02109049 .13253911 .022645134 .00005376113 13.727828 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "006972" 6972 2018 .6466641 .11511209 .15961784 .03508563 .131681 .02370673 .0001822859 13.909146 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "006972" 6972 2019 .6246107 .0949443 .13001175 .065833636 .1162158 .025179805 0 13.83063 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "006972" 6972 2020 .7887403 .10882814 .14542083 .06133147 .12911531 .02217707 0 13.865045 . . . . . . . . . 75.1 "007471" 7471 2010 .035986956 .036868855 .03188372 .03845979 .05401073 .0003821987 .3278074 16.815794 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "007471" 7471 2012 -.3043986 .024659887 .025334546 .04056513 .04391994 .0004975304 .30848294 17.07875 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "007471" 7471 2013 -.29144427 .02501676 .02464843 .034046542 .04585382 0 .3120097 16.886635 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "007471" 7471 2014 -.3417371 .015592168 .01757231 .03100684 .0375842 .0005541276 .3302978 17.06187 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "007471" 7471 2015 -.2634909 .011093522 .012585863 .027572677 .034297567 .0006031099 .3517852 16.9929 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "007471" 7471 2018 -.3722454 .021747347 .03733929 .025759643 .03734466 0 .3188622 16.880404 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "007471" 7471 2019 -.11843914 .018365378 .031492513 .024380136 .04005932 0 .3582173 16.695322 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "007471" 7471 2020 -.34265324 .012041376 .01881443 .017233355 .033904783 0 .31922024 16.704554 . . . . . . . . . 75.1 "007652" 7652 2010 -.17497993 .02199373 .018559271 .02190244 .06464148 .0566581 .12851079 15.623686 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "007652" 7652 2012 -.4103755 .04442019 .03732474 .017827434 .08540794 .04937998 .15382923 15.378158 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "007652" 7652 2013 -.11988617 .04238685 .03489616 .035707086 .0819162 .04690031 .1890107 15.167436 -.002691811 -.02110973 .06882333 -.017842382 -.0748612 1455234 -.030516285 -.002923703 1471606.4 63.36 "007652" 7652 2014 .1100524 .04887486 .04363252 .016202457 .087284 .04571767 .14591941 15.004422 -.0009976317 -.02393461 .07185048 -.016652476 -.07624078 1497736.6 -.04532205 -.0007454223 1441163.5 72.35 "007652" 7652 2015 .2358958 .04303531 .03803584 .01304302 .0790546 .04395145 .12829539 14.652215 -.0020449047 -.02881841 .07578444 -.017193608 -.08327032 1461832 -.0518573 -.0022203191 1400182.8 72.35 "007652" 7652 2018 -.010687404 .01981435 .0200673 .01658251 .0533942 .037117902 .13154031 14.629777 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "007652" 7652 2019 .25682724 .04085771 .04122758 .02331703 .09412267 .035469692 .15155412 14.55877 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "007652" 7652 2020 .14454623 .04191259 .05135532 .016166272 .08760158 .03828461 .16460556 14.579762 . . . . . . . . . 75.1 "007908" 7908 2010 -.4098384 .0617784 .11789507 .07174087 .1615737 .02602823 .17945126 16.107885 -.003613159 -.02338014 .0490662 -.02422514 -.09320072 1312863 .06437352 -.009993747 1379201.8 63.35617 "007908" 7908 2012 -.5492626 .06115737 .1123257 .07826088 .15779293 .02515639 .166426 16.15286 -.00513992 -.01877925 .06352711 -.0204624 -.07302645 1356440.8 .03804919 -.006410911 1443478 63.36 "007908" 7908 2018 -.05819148 .07597318 .14258043 .0750096 .13579099 .017788284 .12995909 16.188587 -.004177726 -.032818966 .08117782 -.01912704 -.10227702 1501486 . -.009480687 1382629.6 74.69 "007908" 7908 2019 .17127302 .067877896 .13127965 .08066135 .13154791 .008597061 .11054616 16.100216 -.01969285 -.03246803 .077216 -.02003967 -.09747308 1183650.8 . -.014243094 1349276.8 74.69 "008071" 8071 2010 .45163715 -.01227303 -.009190476 .02478512 .0624895 .07498988 .003266582 13.634456 -.0021477216 -.032769 .03533824 -.04500057 -.05775186 211989.75 .1646957 -.020289125 244579.9 65.65064 "008544" 8544 2012 1.3028343 .1182918 .29700154 .08866952 .1993578 0 .25049698 12.47025 .02574711 .015774507 .036256388 -.003221071 -.014333994 293227.7 .036573242 -.028829437 189031.2 57.4 "008544" 8544 2013 1.438788 .11717355 .27818406 .0721603 .1955545 0 .2225264 12.449867 .033274096 .015568532 .028395426 -.0007359032 -.0032413166 322701.6 .021823997 -.02603072 197894 57.4 "008544" 8544 2014 1.5455645 .10220379 .26082405 .07966857 .17675884 0 .26449993 12.472 .0425348 .01531399 .02198495 .006151747 .004954907 357073.6 .05523857 -.02331031 204911.4 44.02 "008544" 8544 2015 1.369988 .08654676 .23019467 .0948703 .1581692 0 .3163779 12.429754 .05399106 .01337044 .017246863 .009071012 .012124295 398535.75 .0513558 -.02058198 215503.7 44.02 "008544" 8544 2018 .7761788 .04590782 .13451734 .10102744 .11286794 0 .3228068 13.150846 .07068725 .01320964 .012886624 .01902063 .02963597 518993.3 . -.020532243 249420.3 57.65 "008544" 8544 2019 .6496457 .0852242 .26447067 .17085026 .1568548 0 .3541418 13.347568 .07161649 .01291476 .01516091 .018096993 .03045426 539824.3 . -.02000144 255252.2 57.65 end format %ty fyear
Comment