Hi everybody I have a problem with a regression code. I have daily stock returns from 1990 to 2011 for many firms. I also have daily returns of an index from 1990 to 2011. I downloaded the two data sets separately and combined them with a proc sql as a left join step. Now the dates of the daily stock returns match exactly the dates of the daily returns of the index, which is perfect. I need to estimate market betas for every firm, every firm has a unique identifier which in this case is the CUSIP. I need to estimate the market betas for every quarter (3 month), semi year (6 month) and every year (12 month), these are my intervals. The dependent variable is the daily stock return of the individual firms called: ret, the independent variable is the daily index return called: vwretd Is there a SAS code which does the regression for every quarter, semi year and year, that is: is there a SAS code which gives me the slope for every quarter, semi year and year for every firm. Always after the year 2011 a new cusip number starts for a new firm. The daily index returns are always the same for every firm. The optimal output would be something like this where we have the cusip of the relevant firm with the slope coefficient: CUSIP QUARTER YEAR SLOPE_COEFFICIENT So when I would do the regression on a yearly frequency I would have one slope coefficient per year. For the semi year frequency I would have 2 slope coefficients per year and for the quarterly frequency I would have 4 slope coefficients per year. The outputs can be given in separate files, one for the quarterly, semi yearly and yearly regressions. Here is an extract of the data set for two years (1990, 1991) on a daily basis: cusip date prc ret caldt vwretd 00036110 19900102 36.00000 0.000000 19900102 0.015013 00036110 19900103 36.25000 0.006944 19900103 -0.000412 00036110 19900104 35.50000 -0.020690 19900104 -0.006889 00036110 19900105 35.87500 0.010563 19900105 -0.008298 00036110 19900108 35.25000 -0.017422 19900108 0.003353 00036110 19900109 35.12500 -0.003546 19900109 -0.009937 00036110 19900110 35.12500 0.000000 19900110 -0.005951 00036110 19900111 34.37500 -0.021352 19900111 0.003523 00036110 19900112 33.75000 -0.018182 19900112 -0.022824 00036110 19900115 33.25000 -0.014815 19900115 -0.009168 00036110 19900116 32.12500 -0.033835 19900116 0.008767 00036110 19900117 30.87500 -0.038911 19900117 -0.007445 00036110 19900118 31.50000 0.020243 19900118 0.000750 00036110 19900119 32.62500 0.035714 19900119 0.002562 00036110 19900122 31.87500 -0.022989 19900122 -0.022508 00036110 19900123 31.75000 -0.000157 19900123 0.000405 00036110 19900124 30.37500 -0.043307 19900124 -0.003904 00036110 19900125 30.25000 -0.004115 19900125 -0.011007 00036110 19900126 30.12500 -0.004132 19900126 -0.002615 00036110 19900129 30.75000 0.020747 19900129 -0.002343 00036110 19900130 30.87500 0.004065 19900130 -0.007417 00036110 19900131 31.50000 0.020243 19900131 0.016820 00036110 19900201 31.87500 0.011905 19900201 0.000592 00036110 19900202 31.50000 -0.011765 19900202 0.006758 00036110 19900205 31.37500 -0.003968 19900205 0.004019 00036110 19900206 31.37500 0.000000 19900206 -0.005170 00036110 19900207 30.87500 -0.015936 19900207 0.011017 00036110 19900208 30.62500 -0.008097 19900208 -0.000772 00036110 19900209 31.37500 0.024490 19900209 0.002307 00036110 19900212 30.25000 -0.035857 19900212 -0.009170 00036110 19900213 30.25000 0.000000 19900213 0.001878 00036110 19900214 30.50000 0.008264 19900214 0.002080 00036110 19900215 31.00000 0.016393 19900215 0.007752 00036110 19900216 31.37500 0.012097 19900216 -0.004777 00036110 19900220 30.87500 -0.015936 19900220 -0.012874 00036110 19900221 31.37500 0.016194 19900221 -0.001482 00036110 19900222 31.00000 -0.011952 19900222 -0.004034 00036110 19900223 30.62500 -0.012097 19900223 -0.005135 00036110 19900226 30.62500 0.000000 19900226 0.010150 00036110 19900227 30.87500 0.008163 19900227 0.005342 00036110 19900228 31.12500 0.008097 19900228 0.005296 00036110 19900301 31.37500 0.008032 19900301 0.002895 00036110 19900302 31.37500 0.000000 19900302 0.007892 00036110 19900305 31.75000 0.011952 19900305 -0.003457 00036110 19900306 31.62500 -0.003937 19900306 0.010857 00036110 19900307 27.50000 -0.130435 19900307 -0.001929 00036110 19900308 28.75000 0.045455 19900308 0.008404 00036110 19900309 28.87500 0.004348 19900309 -0.005488 00036110 19900312 28.75000 -0.004329 19900312 0.002005 00036110 19900313 28.37500 -0.013043 19900313 -0.006634 00036110 19900314 28.12500 -0.008811 19900314 0.002473 00036110 19900315 28.00000 -0.004444 19900315 0.002477 00036110 19900316 29.75000 0.062500 19900316 0.008885 00036110 19900319 29.50000 -0.008403 19900319 0.004183 00036110 19900320 29.75000 0.008475 19900320 -0.004906 00036110 19900321 29.75000 0.000000 19900321 -0.004391 00036110 19900322 29.37500 -0.012605 19900322 -0.011649 00036110 19900323 29.25000 -0.004255 19900323 0.004228 00036110 19900326 29.87500 0.021368 19900326 0.001441 00036110 19900327 30.00000 0.004184 19900327 0.008567 00036110 19900328 29.62500 -0.012500 19900328 0.002361 00036110 19900329 30.00000 0.012658 19900329 -0.002982 00036110 19900330 30.00000 0.000000 19900330 -0.001640 00036110 19900402 29.75000 -0.008333 19900402 -0.003860 00036110 19900403 29.62500 -0.004202 19900403 0.012997 00036110 19900404 29.50000 -0.004219 19900404 -0.006155 00036110 19900405 29.50000 0.000000 19900405 -0.000485 00036110 19900406 29.50000 0.000000 19900406 -0.001795 00036110 19900409 29.00000 -0.016949 19900409 0.002538 00036110 19900410 28.62500 -0.012931 19900410 0.001325 00036110 19900411 28.62500 0.000000 19900411 -0.000582 00036110 19900412 29.25000 0.021834 19900412 0.006882 00036110 19900416 29.00000 -0.008547 19900416 0.000872 00036110 19900417 28.75000 -0.008621 19900417 -0.000458 00036110 19900418 27.87500 -0.030435 19900418 -0.010184 00036110 19900419 25.50000 -0.085202 19900419 -0.007450 00036110 19900420 23.00000 -0.098039 19900420 -0.008673 00036110 19900423 21.75000 -0.054348 19900423 -0.010696 00036110 19900424 22.00000 0.011494 19900424 -0.002252 00036110 19900425 21.37500 -0.028409 19900425 0.004647 00036110 19900426 21.00000 -0.017544 19900426 0.002123 00036110 19900427 20.62500 -0.017857 19900427 -0.010598 00036110 19900430 21.62500 0.048485 19900430 0.004336 00036110 19900501 22.12500 0.028671 19900501 0.004245 00036110 19900502 22.62500 0.022599 19900502 0.005916 00036110 19900503 22.25000 -0.016575 19900503 0.003494 00036110 19900504 22.00000 -0.011236 19900504 0.007883 00036110 19900507 21.87500 -0.005682 19900507 0.005935 00036110 19900508 22.00000 0.005714 19900508 0.004131 00036110 19900509 21.87500 -0.005682 19900509 0.001723 00036110 19900510 21.62500 -0.011429 19900510 0.004102 00036110 19900511 21.87500 0.011561 19900511 0.020919 00036110 19900514 22.00000 0.005714 19900514 0.007797 00036110 19900515 22.25000 0.011364 19900515 -0.001292 00036110 19900516 22.00000 -0.011236 19900516 -0.000979 00036110 19900517 21.62500 -0.017045 19900517 0.001954 00036110 19900518 21.00000 -0.028902 19900518 0.000411 00036110 19900521 21.00000 0.000000 19900521 0.009257 00036110 19900522 21.62500 0.029762 19900522 0.001548 00036110 19900523 21.62500 0.000000 19900523 0.001414 00036110 19900524 21.50000 -0.005780 19900524 -0.001062 00036110 19900525 21.37500 -0.005814 19900525 -0.008675 00036110 19900529 21.75000 0.017544 19900529 0.014378 00036110 19900530 21.25000 -0.022989 19900530 0.001022 00036110 19900531 21.25000 0.000000 19900531 0.001231 00036110 19900601 21.00000 -0.011765 19900601 0.005287 00036110 19900604 21.62500 0.029762 19900604 0.011203 00036110 19900605 21.50000 -0.005780 19900605 -0.001433 00036110 19900606 21.50000 0.000000 19900606 -0.003550 00036110 19900607 21.00000 -0.023256 19900607 -0.004580 00036110 19900608 20.50000 -0.023810 19900608 -0.010660 00036110 19900611 20.00000 -0.024390 19900611 0.006833 00036110 19900612 19.75000 -0.012500 19900612 0.011182 00036110 19900613 19.62500 -0.006329 19900613 -0.002984 00036110 19900614 19.50000 -0.006369 19900614 -0.004946 00036110 19900615 19.50000 0.000000 19900615 -0.000881 00036110 19900618 19.50000 0.000000 19900618 -0.014086 00036110 19900619 19.50000 0.000000 19900619 0.003517 00036110 19900620 19.50000 0.000000 19900620 0.001136 00036110 19900621 20.12500 0.032051 19900621 0.002903 00036110 19900622 21.00000 0.043478 19900622 -0.010781 00036110 19900625 20.50000 -0.023810 19900625 -0.007998 00036110 19900626 21.37500 0.042683 19900626 -0.001000 00036110 19900627 21.50000 0.005848 19900627 0.007010 00036110 19900628 23.00000 0.069767 19900628 0.006611 00036110 19900629 24.00000 0.043478 19900629 0.001930 00036110 19900702 23.62500 -0.015625 19900702 0.003631 00036110 19900703 23.25000 -0.015873 19900703 0.002235 00036110 19900705 22.75000 -0.021505 19900705 -0.010393 00036110 19900706 22.37500 -0.016484 19900706 0.006627 00036110 19900709 22.75000 0.016760 19900709 0.002181 00036110 19900710 22.00000 -0.032967 19900710 -0.006697 00036110 19900711 22.50000 0.022727 19900711 0.011065 00036110 19900712 23.00000 0.022222 19900712 0.010971 00036110 19900713 22.75000 -0.010870 19900713 0.004856 00036110 19900716 22.87500 0.005495 19900716 0.004325 00036110 19900717 22.62500 -0.010929 19900717 -0.003236 00036110 19900718 22.75000 0.005525 19900718 -0.008418 00036110 19900719 22.62500 -0.005495 19900719 0.002391 00036110 19900720 23.00000 0.016575 19900720 -0.008046 00036110 19900723 21.50000 -0.065217 19900723 -0.017341 00036110 19900724 21.00000 -0.023256 19900724 0.000913 00036110 19900725 22.25000 0.059524 19900725 0.003502 00036110 19900726 21.75000 -0.022472 19900726 -0.002458 00036110 19900727 22.37500 0.028736 19900727 -0.006148 00036110 19900730 22.25000 -0.005587 19900730 0.004223 00036110 19900731 21.75000 -0.017079 19900731 0.002189 00036110 19900801 22.00000 0.011494 19900801 -0.000889 00036110 19900802 21.62500 -0.017045 19900802 -0.010355 00036110 19900803 20.37500 -0.057803 19900803 -0.016714 00036110 19900806 19.50000 -0.042945 19900806 -0.030303 00036110 19900807 18.87500 -0.032051 19900807 0.001625 00036110 19900808 19.00000 0.006623 19900808 0.010303 00036110 19900809 19.62500 0.032895 19900809 0.005052 00036110 19900810 19.00000 -0.031847 19900810 -0.010780 00036110 19900813 18.87500 -0.006579 19900813 0.007697 00036110 19900814 18.37500 -0.026490 19900814 0.002269 00036110 19900815 18.75000 0.020408 19900815 0.002819 00036110 19900816 18.00000 -0.040000 19900816 -0.020180 00036110 19900817 17.62500 -0.020833 19900817 -0.013535 00036110 19900820 17.25000 -0.021277 19900820 0.000585 00036110 19900821 16.50000 -0.043478 19900821 -0.018690 00036110 19900822 16.25000 -0.015152 19900822 -0.015039 00036110 19900823 16.00000 -0.015385 19900823 -0.030410 00036110 19900824 15.75000 -0.015625 19900824 0.013092 00036110 19900827 16.12500 0.023810 19900827 0.029555 00036110 19900828 16.25000 0.007752 19900828 0.000539 00036110 19900829 15.75000 -0.030769 19900829 0.008548 00036110 19900830 15.75000 0.000000 19900830 -0.013818 00036110 19900831 15.87500 0.007937 19900831 0.009697 00036110 19900904 15.62500 -0.015748 19900904 0.000917 00036110 19900905 15.75000 0.008000 19900905 0.004217 00036110 19900906 15.37500 -0.023810 19900906 -0.009725 00036110 19900907 15.25000 -0.008130 19900907 0.007900 00036110 19900910 15.25000 0.000000 19900910 -0.004080 00036110 19900911 15.50000 0.016393 19900911 -0.001112 00036110 19900912 15.87500 0.024194 19900912 0.003266 00036110 19900913 15.25000 -0.039370 19900913 -0.010162 00036110 19900914 14.50000 -0.049180 19900914 -0.005776 00036110 19900917 14.37500 -0.008621 19900917 0.002500 00036110 19900918 14.62500 0.017391 19900918 0.001752 00036110 19900919 14.50000 -0.008547 19900919 -0.005489 00036110 19900920 13.62500 -0.060345 19900920 -0.014798 00036110 19900921 13.87500 0.018349 19900921 -0.001150 00036110 19900924 13.37500 -0.036036 19900924 -0.019792 00036110 19900925 13.00000 -0.028037 19900925 0.010016 00036110 19900926 13.00000 0.000000 19900926 -0.009921 00036110 19900927 12.50000 -0.038462 19900927 -0.013002 00036110 19900928 12.25000 -0.020000 19900928 0.014865 00036110 19901001 12.50000 0.020408 19901001 0.025729 00036110 19901002 12.62500 0.010000 19901002 0.002323 00036110 19901003 12.50000 -0.009901 19901003 -0.009870 00036110 19901004 12.25000 -0.020000 19901004 0.002304 00036110 19901005 12.12500 -0.010204 19901005 -0.003850 00036110 19901008 11.75000 -0.030928 19901008 0.005727 00036110 19901009 10.50000 -0.106383 19901009 -0.023998 00036110 19901010 10.00000 -0.047619 19901010 -0.014823 00036110 19901011 9.50000 -0.050000 19901011 -0.016548 00036110 19901012 9.87500 0.039474 19901012 0.012988 00036110 19901015 10.12500 0.025316 19901015 0.008662 00036110 19901016 10.00000 -0.012346 19901016 -0.013276 00036110 19901017 10.75000 0.075000 19901017 -0.000357 00036110 19901018 11.62500 0.081395 19901018 0.021516 00036110 19901019 11.37500 -0.021505 19901019 0.018141 00036110 19901022 11.62500 0.021978 19901022 0.007482 00036110 19901023 12.12500 0.053333 19901023 -0.005006 00036110 19901024 11.87500 -0.020619 19901024 0.000292 00036110 19901025 11.62500 -0.021053 19901025 -0.005902 00036110 19901026 11.00000 -0.053763 19901026 -0.015954 00036110 19901029 10.87500 -0.011364 19901029 -0.008762 00036110 19901030 10.62500 -0.022989 19901030 0.005000 00036110 19901031 10.50000 -0.011765 19901031 0.000589 00036110 19901101 10.25000 -0.023810 19901101 0.008676 00036110 19901102 10.25000 0.000000 19901102 0.014669 00036110 19901105 10.37500 0.012195 19901105 0.009245 00036110 19901106 10.37500 0.000000 19901106 -0.007181 00036110 19901107 10.00000 -0.036145 19901107 -0.015669 00036110 19901108 10.00000 0.000000 19901108 0.004652 00036110 19901109 10.25000 0.025000 19901109 0.017682 00036110 19901112 10.37500 0.012195 19901112 0.017351 00036110 19901113 10.87500 0.048193 19901113 -0.003734 00036110 19901114 10.87500 0.000000 19901114 0.007586 00036110 19901115 11.37500 0.045977 19901115 -0.008675 00036110 19901116 11.00000 -0.032967 19901116 0.000948 00036110 19901119 11.25000 0.022727 19901119 0.005697 00036110 19901120 11.50000 0.022222 19901120 -0.010012 00036110 19901121 11.75000 0.021739 19901121 0.000953 00036110 19901123 11.12500 -0.053191 19901123 -0.002254 00036110 19901126 11.25000 0.011236 19901126 0.003462 00036110 19901127 11.37500 0.011111 19901127 0.005700 00036110 19901128 11.37500 0.000000 19901128 0.000472 00036110 19901129 11.50000 0.010989 19901129 -0.004168 00036110 19901130 11.87500 0.032609 19901130 0.016495 00036110 19901203 12.12500 0.021053 19901203 0.006621 00036110 19901204 12.25000 0.010309 19901204 0.007118 00036110 19901205 13.75000 0.122449 19901205 0.010690 00036110 19901206 13.37500 -0.027273 19901206 -0.002019 00036110 19901207 13.12500 -0.018692 19901207 -0.003409 00036110 19901210 12.37500 -0.057143 19901210 0.002659 00036110 19901211 12.75000 0.030303 19901211 -0.005275 00036110 19901212 12.75000 0.000000 19901212 0.009454 00036110 19901213 10.25000 -0.196078 19901213 -0.001071 00036110 19901214 9.62500 -0.060976 19901214 -0.007392 00036110 19901217 9.25000 -0.038961 19901217 -0.003267 00036110 19901218 9.25000 0.000000 19901218 0.011460 00036110 19901219 9.62500 0.040541 19901219 0.000782 00036110 19901220 10.12500 0.051948 19901220 0.000334 00036110 19901221 10.00000 -0.012346 19901221 0.002946 00036110 19901224 9.87500 -0.012500 19901224 -0.003827 00036110 19901226 10.12500 0.025316 19901226 0.002950 00036110 19901227 10.00000 -0.012346 19901227 -0.005935 00036110 19901228 10.37500 0.037500 19901228 0.000411 00036110 19901231 11.50000 0.108434 19901231 0.004732 00036110 19910102 11.00000 -0.043478 19910102 -0.009358 00036110 19910103 11.00000 0.000000 19910103 -0.011735 00036110 19910104 10.87500 -0.011364 19910104 -0.002476 00036110 19910107 10.50000 -0.034483 19910107 -0.016102 00036110 19910108 10.25000 -0.023810 19910108 -0.002664 00036110 19910109 10.25000 0.000000 19910109 -0.009665 00036110 19910110 10.25000 0.000000 19910110 0.009080 00036110 19910111 10.25000 0.000000 19910111 0.000972 00036110 19910114 10.12500 -0.012195 19910114 -0.008684 00036110 19910115 9.87500 -0.024691 19910115 0.002995 00036110 19910116 9.87500 0.000000 19910116 0.007996 00036110 19910117 10.00000 0.012658 19910117 0.033564 00036110 19910118 9.75000 -0.025000 19910118 0.009737 00036110 19910121 9.62500 -0.012821 19910121 -0.001710 00036110 19910122 9.50000 -0.012987 19910122 -0.006398 00036110 19910123 9.62500 0.013158 19910123 0.005049 00036110 19910124 9.87500 0.025974 19910124 0.013834 00036110 19910125 10.62500 0.075949 19910125 0.003867 00036110 19910128 10.50000 -0.011765 19910128 0.000953 00036110 19910129 10.50000 0.011429 19910129 0.000000 00036110 19910130 11.75000 0.119048 19910130 0.014434 00036110 19910131 12.12500 0.031915 19910131 0.009000 00036110 19910201 11.87500 -0.020619 19910201 -0.000717 00036110 19910204 12.00000 0.010526 19910204 0.015482 00036110 19910205 12.50000 0.041667 19910205 0.009392 00036110 19910206 12.75000 0.020000 19910206 0.018040 00036110 19910207 13.00000 0.019608 19910207 -0.002650 00036110 19910208 13.25000 0.019231 19910208 0.006966 00036110 19910211 13.62500 0.028302 19910211 0.024217 00036110 19910212 13.25000 -0.027523 19910212 -0.006109 00036110 19910213 12.75000 -0.037736 19910213 0.008766 00036110 19910214 12.00000 -0.058824 19910214 -0.011492 00036110 19910215 12.87500 0.072917 19910215 0.011925 00036110 19910219 12.87500 0.000000 19910219 0.001255 00036110 19910220 12.37500 -0.038835 19910220 -0.010396 00036110 19910221 12.75000 0.030303 19910221 -0.000400 00036110 19910222 12.50000 -0.019608 19910222 0.001760 00036110 19910225 12.75000 0.020000 19910225 0.004324 00036110 19910226 12.75000 0.000000 19910226 -0.010854 00036110 19910227 12.75000 0.000000 19910227 0.012019 00036110 19910228 12.87500 0.009804 19910228 0.000257 00036110 19910301 13.62500 0.058252 19910301 0.008393 00036110 19910304 13.37500 -0.018349 19910304 -0.000269 00036110 19910305 13.87500 0.037383 19910305 0.017864 00036110 19910306 14.25000 0.027027 19910306 -0.001309 00036110 19910307 14.12500 -0.008772 19910307 -0.000252 00036110 19910308 15.00000 0.061947 19910308 -0.001854 00036110 19910311 15.00000 0.000000 19910311 -0.004287 00036110 19910312 14.00000 -0.066667 19910312 -0.007531 00036110 19910313 15.25000 0.089286 19910313 0.010256 00036110 19910314 15.25000 0.000000 19910314 -0.001531 00036110 19910315 15.25000 0.000000 19910315 -0.001955 00036110 19910318 15.00000 -0.016393 19910318 -0.002792 00036110 19910319 14.37500 -0.041667 19910319 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19911108 14.25000 -0.017241 19911108 -0.000403 00036110 19911111 14.00000 -0.017544 19911111 0.001141 00036110 19911112 14.12500 0.008929 19911112 0.008607 00036110 19911113 13.75000 -0.026549 19911113 0.001467 00036110 19911114 13.62500 -0.009091 19911114 -0.000726 00036110 19911115 13.25000 -0.027523 19911115 -0.032695 00036110 19911118 12.87500 -0.028302 19911118 0.004888 00036110 19911119 12.87500 0.000000 19911119 -0.014566 00036110 19911120 12.37500 -0.038835 19911120 -0.002176 00036110 19911121 12.62500 0.020202 19911121 0.003605 00036110 19911122 12.25000 -0.029703 19911122 -0.009545 00036110 19911125 12.25000 0.000000 19911125 -0.002468 00036110 19911126 12.25000 0.000000 19911126 0.005598 00036110 19911127 12.37500 0.010204 19911127 -0.002453 00036110 19911129 12.37500 0.000000 19911129 -0.001910 00036110 19911202 12.37500 0.000000 19911202 0.013456 00036110 19911203 12.25000 -0.010101 19911203 0.000236 00036110 19911204 12.12500 -0.010204 19911204 -0.002025 00036110 19911205 12.12500 0.000000 19911205 -0.005430 00036110 19911206 12.00000 -0.010309 19911206 0.003650 00036110 19911209 11.75000 -0.020833 19911209 -0.002028 00036110 19911210 11.50000 -0.021277 19911210 -0.001147 00036110 19911211 11.50000 0.000000 19911211 -0.001597 00036110 19911212 11.87500 0.032609 19911212 0.008769 00036110 19911213 12.00000 0.010526 19911213 0.006762 00036110 19911216 12.25000 0.020833 19911216 0.000967 00036110 19911217 11.50000 -0.061224 19911217 -0.004412 00036110 19911218 11.00000 -0.043478 19911218 0.001310 00036110 19911219 10.75000 -0.022727 19911219 -0.002997 00036110 19911220 10.87500 0.011628 19911220 0.010740 00036110 19911223 11.00000 0.011494 19911223 0.023195 00036110 19911224 11.25000 0.022727 19911224 0.007800 00036110 19911226 11.50000 0.022222 19911226 0.013319 00036110 19911227 11.62500 0.010870 19911227 0.005409 00036110 19911230 12.87500 0.107527 19911230 0.019729 00036110 19911231 13.50000 0.048544 19911231 0.005312 Many thanks for the help. Best wishes.
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