Say we have some yearly data, and we want to simulate a fictitious outcome at the month level, say this outcome is tax revenue generated by a given sector, where GDP = log GDP per capita, emp = percentage of the population that's employed, dens = population density and pop = the natural log of the population. Say revenue is meant to be measured in millions, we've just scaled it down from there.
Here we have half my dataset, which should be quite enough for these purposes. Currently, I generate the outcome (revenue) as
But, suppose I wanted to simulate a more complicated process at the monthly level. How might I do this? Would I expand each city-year by 12 for twelve months, and come up with a similar data-generating process at the monthly level?
Code:
* Example generated by -dataex-. For more info, type help dataex clear input float id int time float(gdppc emp) int dens float pop 1 2001 11.071144 .6536624 279 15.228995 1 2002 11.0639 .6373565 284 15.248362 1 2003 11.074777 .6297612 290 15.266547 1 2004 11.094922 .6355947 295 15.28562 1 2005 11.112418 .6456136 302 15.3096 1 2006 11.092138 .648573 313 15.343542 1 2007 11.06951 .6509764 321 15.370922 1 2008 11.011308 .6327124 328 15.391644 1 2009 10.96412 .6007814 333 15.405972 1 2010 10.960062 .5905585 337 15.41856 1 2011 10.9594 .5982675 341 15.43161 1 2012 10.96362 .5985137 347 15.44722 1 2013 10.97936 .6074128 351 15.460082 1 2014 11.008645 .6232224 357 15.475454 1 2015 11.049763 .634337 363 15.49277 1 2016 11.083756 .6430805 370 15.51127 1 2017 11.10181 .6526662 375 15.52594 1 2018 11.121437 .6650662 380 15.5387 1 2019 11.155722 .6708129 385 15.5513 2 2001 10.9117 .6530195 103 14.100759 2 2002 10.915652 .6349667 105 14.12062 2 2003 10.907148 .6273877 107 14.141302 2 2004 10.918048 .6277823 109 14.16574 2 2005 10.953172 .6426778 113 14.19594 2 2006 11.010118 .6471314 118 14.237617 2 2007 10.996534 .6598589 122 14.27779 2 2008 10.980093 .6555361 127 14.3126 2 2009 10.9308 .6345878 130 14.341807 2 2010 10.952262 .6259186 134 14.368255 2 2011 10.953137 .6265012 138 14.398423 2 2012 10.952402 .6288261 142 14.42825 2 2013 10.976218 .6425975 146 14.454407 2 2014 10.99447 .6502224 151 14.4853 2 2015 11.044968 .6610805 155 14.515556 2 2016 11.065325 .6698007 160 14.545037 2 2017 11.080125 .6808926 164 14.570445 2 2018 11.108455 .6962863 168 14.594131 2 2019 11.132675 .698347 173 14.62202 3 2001 11.178948 .6926392 605 15.210472 3 2002 11.173445 .6789008 606 15.211262 3 2003 11.186974 .6721069 605 15.209273 3 2004 11.216108 .6791054 603 15.206277 3 2005 11.2382 .6895732 601 15.203847 3 2006 11.260508 .6968985 602 15.205143 3 2007 11.288168 .7124439 605 15.209765 3 2008 11.287955 .7111987 610 15.218093 3 2009 11.272267 .688778 617 15.228715 3 2010 11.30713 .683308 622 15.238124 3 2011 11.31087 .6872678 629 15.24818 3 2012 11.3248 .6930817 635 15.25877 3 2013 11.321208 .702827 642 15.269366 3 2014 11.329663 .7128333 648 15.278884 3 2015 11.374352 .7397783 653 15.285847 3 2016 11.392418 .7488503 657 15.292288 3 2017 11.405418 .7552623 661 15.29898 3 2018 11.442288 .7659695 664 15.302526 3 2019 11.47624 .7688969 666 15.305243 4 2001 11.039653 .6836795 199 14.114742 4 2002 11.043593 .6704656 204 14.137417 4 2003 11.067357 .6574553 208 14.15928 4 2004 11.10196 .6579617 213 14.183146 4 2005 11.144178 .6623406 220 14.215612 4 2006 11.177537 .6652502 230 14.257595 4 2007 11.15296 .669583 239 14.298982 4 2008 11.185518 .6516839 247 14.331623 4 2009 11.07186 .6129974 253 14.3536 4 2010 11.017957 .6018195 256 14.367641 4 2011 11.048474 .6178097 261 14.384874 4 2012 11.096273 .6204896 266 14.40438 4 2013 11.071704 .6253901 271 14.424562 4 2014 11.088033 .6385227 277 14.444462 4 2015 11.121762 .6495289 283 14.46594 4 2016 11.136601 .657124 289 14.489047 4 2017 11.170478 .6653858 296 14.510884 4 2018 11.169237 .6725257 301 14.528785 4 2019 11.18051 .6770978 306 14.545858 5 2001 10.957817 .59438646 484 16.031403 5 2002 10.962146 .5851555 486 16.03537 5 2003 10.974814 .5834346 488 16.038328 5 2004 10.99933 .58810276 489 16.041288 5 2005 11.019023 .59595525 490 16.042974 5 2006 11.04436 .6052647 491 16.045282 5 2007 11.056967 .614094 493 16.049511 5 2008 11.027719 .6089853 496 16.054575 5 2009 10.996266 .58489084 498 16.059353 5 2010 11.004198 .5776375 500 16.06371 5 2011 11.016545 .5875038 502 16.066898 5 2012 11.046021 .5922486 503 16.06976 5 2013 11.047312 .6000308 504 16.072075 5 2014 11.072217 .6099952 505 16.073128 5 2015 11.107645 .6243206 504 16.072298 5 2016 11.115533 .6339527 504 16.070347 5 2017 11.128953 .6386741 502 16.06827 5 2018 11.159075 .6468457 501 16.065264 5 2019 11.1727 .6489706 499 16.061977 6 2001 10.866146 .6176143 211 14.48951 6 2002 10.885903 .6112323 212 14.493373 6 2003 10.896702 .6112711 213 14.49883 6 2004 10.91046 .6152213 214 14.504382 6 2005 10.930694 .6200311 216 14.510326 6 2006 10.93132 .6204458 217 14.517714 6 2007 10.932768 .6236373 219 14.524573 6 2008 10.918954 .6181853 220 14.529902 6 2009 10.890348 .5947808 221 14.536002 6 2010 10.916324 .5870506 222 14.540883 6 2011 10.94288 .59239036 223 14.543887 6 2012 10.952962 .59591544 224 14.5473 6 2013 10.95813 .5997993 225 14.552085 6 2014 10.98217 .6068912 226 14.557144 6 2015 11.016266 .6157818 227 14.56182 6 2016 11.05455 .6227275 228 14.566964 6 2017 11.06092 .6300287 230 14.572408 6 2018 11.074188 .6388566 231 14.57674 6 2019 11.11019 .6397438 232 14.581858 7 2001 10.877047 .6763157 145 14.329773 7 2002 10.882208 .6649363 147 14.341258 7 2003 10.886783 .6568735 149 14.354526 7 2004 10.909253 .6574947 151 14.366204 7 2005 10.92531 .6581829 153 14.378476 7 2006 10.91119 .6568102 155 14.393 7 2007 10.912303 .6620352 157 14.4066 7 2008 10.883016 .652229 159 14.419552 7 2009 10.85387 .6289297 161 14.431535 7 2010 10.870852 .6219884 163 14.441648 7 2011 10.890778 .6298979 164 14.45226 7 2012 10.92183 .6374047 166 14.46346 7 2013 10.93765 .6432046 168 14.477502 7 2014 10.95473 .6486959 171 14.491754 7 2015 10.972482 .6547992 173 14.50492 7 2016 10.988305 .6609511 175 14.517366 7 2017 10.994034 .6636685 178 14.53242 7 2018 11.000332 .6689194 180 14.542884 7 2019 11.01935 .6685414 182 14.552378 8 2001 10.848813 .6173354 410 14.57715 8 2002 10.865172 .6057993 408 14.57454 8 2003 10.884217 .6061254 407 14.572172 8 2004 10.90927 .6106167 406 14.56831 8 2005 10.93781 .6153481 404 14.563004 8 2006 10.945653 .6236895 401 14.55717 8 2007 10.951385 .6293118 400 14.553438 8 2008 10.94127 .6245632 399 14.550332 8 2009 10.885154 .6011721 398 14.54839 8 2010 10.897868 .598906 397 14.5457 8 2011 10.917957 .6089628 396 14.54263 8 2012 10.932375 .6187423 395 14.54065 8 2013 10.935497 .6242691 395 14.541832 8 2014 10.955986 .6286055 395 14.541992 8 2015 10.974094 .636234 395 14.540432 8 2016 10.982594 .642296 394 14.538876 8 2017 10.991595 .6461667 393 14.537075 8 2018 11.01707 .6566755 393 14.535222 8 2019 11.041048 .6594341 392 14.532876 9 2001 10.913852 .6423197 157 15.525767 9 2002 10.917467 .6230708 160 15.545257 9 2003 10.913487 .6144255 163 15.56186 9 2004 10.946887 .6164242 166 15.577828 9 2005 10.975687 .6261632 169 15.596813 9 2006 11.019432 .6331159 174 15.624687 9 2007 11.02775 .6433679 178 15.647232 9 2008 11.022392 .6433308 181 15.667834 9 2009 10.944754 .6176474 185 15.688144 9 2010 10.954327 .6095523 188 15.704977 9 2011 10.97152 .6198703 192 15.722742 9 2012 10.98307 .6258986 195 15.74246 9 2013 10.998493 .6346768 199 15.758336 9 2014 11.01347 .6430641 202 15.777882 9 2015 11.028466 .6527739 207 15.799457 9 2016 11.036888 .6607202 211 15.820744 9 2017 11.049397 .6659867 215 15.84029 9 2018 11.071253 .6756164 219 15.856662 9 2019 11.09165 .6782535 222 15.872216 10 2001 10.91937 .7130504 102 13.902027 10 2002 10.94724 .7018912 103 13.912266 10 2003 10.978285 .6988315 104 13.92463 10 2004 11.006025 .7065807 106 13.941236 10 2005 11.017103 .7136361 108 13.96018 10 2006 11.02767 .7180168 111 13.983786 10 2007 11.01541 .7195126 113 14.005162 10 2008 11.026272 .7016574 115 14.024068 10 2009 11.01863 .666888 117 14.03981 10 2010 11.016726 .6625614 118 14.052603 10 2011 11.037708 .6711496 120 14.06642 10 2012 11.079755 .6799818 122 14.084383 10 2013 11.08034 .6882603 124 14.102018 10 2014 11.104822 .7064235 127 14.11988 10 2015 11.169012 .7241265 129 14.137772 10 2016 11.18499 .7437804 131 14.15446 10 2017 11.19705 .7590182 133 14.168616 10 2018 11.205163 .7742161 135 14.18207 10 2019 11.233662 .7820924 136 14.193324 11 2001 11.04857 .6775841 103 14.622602 11 2002 11.041288 .6713595 104 14.63387 11 2003 11.035276 .6612906 105 14.641822 11 2004 11.029066 .6652513 106 14.650513 11 2005 11.055277 .6735002 107 14.662558 11 2006 11.054613 .6768731 109 14.680168 11 2007 11.078753 .6882105 111 14.698735 11 2008 11.057203 .6832857 113 14.717285 11 2009 11.013452 .6549972 115 14.73556 11 2010 11.01421 .6409988 117 14.753402 11 2011 11.008297 .6426486 119 14.772276 11 2012 11.02084 .6471426 122 14.790408 11 2013 11.041865 .6576148 124 14.8093 11 2014 11.061814 .6692775 126 14.828983 11 2015 11.09127 .6811674 129 14.850254 11 2016 11.09856 .6933163 131 14.865804 11 2017 11.114193 .7016755 133 14.878033 11 2018 11.14057 .7119085 135 14.891874 11 2019 11.176543 .7129753 136 14.902324 12 2001 10.89909 .567092 444 15.324101 12 2002 10.917521 .5596505 444 15.322906 12 2003 10.93014 .5567838 443 15.322371 12 2004 10.926621 .5577174 443 15.320893 12 2005 10.937063 .5632984 441 15.317738 12 2006 10.904046 .55957735 439 15.313227 12 2007 10.899384 .5626088 436 15.306032 12 2008 10.827012 .55414486 433 15.29766 12 2009 10.745507 .52106506 430 15.291474 12 2010 10.80135 .5236508 428 15.286838 12 2011 10.82713 .54002464 428 15.28684 12 2012 10.863412 .54893094 429 15.288798 12 2013 10.882378 .5584851 429 15.289742 12 2014 10.895127 .56783 430 15.291007 12 2015 10.932732 .57954586 429 15.29055 12 2016 10.95142 .5874428 430 15.292118 12 2017 10.949595 .59448856 431 15.293426 12 2018 10.95895 .60476 431 15.29395 12 2019 10.959906 .6070771 431 15.29302 13 2001 11.111716 .6608523 288 13.962647 13 2002 11.059724 .6481677 290 13.97166 13 2003 11.082266 .6378276 293 13.980512 13 2004 11.152243 .6456408 294 13.98323 13 2005 11.159872 .6526156 295 13.987722 13 2006 11.198872 .659218 296 13.99259 13 2007 11.24814 .6691725 298 13.996493 13 2008 11.22889 .6703677 299 14.001522 13 2009 11.226789 .6491298 300 14.005804 13 2010 11.220714 .6380346 302 14.009497 13 2011 11.206332 .646418 302 14.011213 13 2012 11.210143 .6511485 302 14.010647 13 2013 11.179073 .6572304 302 14.010303 13 2014 11.198955 .6645303 302 14.00963 13 2015 11.26986 .6713197 301 14.007936 13 2016 11.278935 .6751515 300 14.005228 13 2017 11.29335 .677787 300 14.003926 13 2018 11.291755 .6828545 300 14.003428 13 2019 11.298135 .6820582 299 14.001784 14 2001 10.951473 .5933757 167 15.405518 14 2002 10.909966 .5837906 171 15.429887 14 2003 10.914543 .57632977 174 15.449793 14 2004 10.988745 .57574004 177 15.468606 14 2005 11.01421 .58451205 181 15.487868 14 2006 11.067466 .5881926 187 15.52296 14 2007 11.125895 .597662 191 15.544148 14 2008 11.08736 .6051629 196 15.567988 14 2009 11.02541 .58569676 201 15.593596 14 2010 11.06795 .574553 205 15.61391 14 2011 11.109308 .5825845 209 15.63183 14 2012 11.130405 .59137 213 15.652294 14 2013 11.145623 .598917 218 15.675024 14 2014 11.12822 .6046822 224 15.70151 14 2015 11.13529 .6039352 230 15.727383 14 2016 11.087069 .591058 234 15.747438 14 2017 11.0975 .6005583 238 15.761047 14 2018 11.1296 .6128321 240 15.772067 14 2019 11.106205 .6173445 243 15.784717 15 2001 10.956737 .651798 160 14.329536 15 2002 10.9552 .6400316 162 14.341823 15 2003 10.975602 .6360832 164 14.354295 15 2004 11.01073 .639019 166 14.36666 15 2005 11.005527 .6416916 168 14.379503 15 2006 11.01648 .6425581 171 14.39515 15 2007 11.036195 .6463463 174 14.409523 15 2008 11.04935 .6398785 176 14.42258 15 2009 11.04007 .6110885 178 14.43512 15 2010 11.05482 .6050106 180 14.445427 15 2011 11.049747 .6117055 182 14.45516 15 2012 11.042314 .6187679 184 14.465206 15 2013 11.060007 .6232792 186 14.477704 15 2014 11.07318 .6302963 188 14.486757 15 2015 11.05643 .640741 189 14.494516 15 2016 11.07273 .6490074 191 14.50506 15 2017 11.069478 .6570418 193 14.515608 15 2018 11.094527 .6620839 195 14.527593 15 2019 11.113015 .6629485 197 14.537376 16 2001 10.896906 .6681166 92 14.385184 16 2002 10.914106 .6561387 93 14.396753 16 2003 10.917776 .6494102 94 14.405827 16 2004 10.925326 .6523337 95 14.415098 16 2005 10.940987 .6564769 96 14.424253 16 2006 10.959245 .6600596 97 14.43597 16 2007 10.974077 .6691002 98 14.447715 16 2008 10.982764 .6636028 99 14.457404 16 2009 10.953452 .6383662 100 14.468033 16 2010 10.93232 .623239 101 14.477135 16 2011 10.92302 .6284984 101 14.483178 16 2012 10.95827 .6318411 102 14.489766 16 2013 10.96232 .6370353 103 14.497497 16 2014 10.981812 .6448941 104 14.505124 16 2015 11.016282 .6538643 105 14.513288 16 2016 11.00659 .6595864 106 14.523343 16 2017 11.01684 .6618694 107 14.533148 16 2018 11.027427 .66596 108 14.541796 16 2019 11.049063 .6639317 108 14.548285 17 2001 10.744645 .5827223 91 14.02197 17 2002 10.76253 .5744283 93 14.041752 17 2003 10.79407 .58051753 95 14.059183 17 2004 10.816854 .58341354 97 14.084043 17 2005 10.838973 .5903804 99 14.1048 17 2006 10.851374 .5976217 101 14.130316 17 2007 10.854122 .5960128 103 14.149563 17 2008 10.802794 .5806284 105 14.161938 17 2009 10.75509 .55113834 106 14.170833 17 2010 10.739067 .5421389 107 14.18087 17 2011 10.71484 .5476372 108 14.190125 17 2012 10.715484 .54797864 109 14.200658 17 2013 10.734046 .5532611 110 14.2112 17 2014 10.74389 .55983114 112 14.226845 17 2015 10.77706 .5677837 114 14.2461 17 2016 10.79747 .57608396 116 14.26653 17 2017 10.81378 .5930913 119 14.28554 17 2018 10.82745 .5996766 121 14.303528 17 2019 10.855937 .6000338 123 14.321252 18 2001 10.728255 .6138148 90 14.021383 18 2002 10.727926 .6023337 90 14.028916 18 2003 10.74279 .59601676 91 14.038813 18 2004 10.76397 .5972478 92 14.048068 18 2005 10.78029 .6014993 93 14.057292 18 2006 10.79647 .6057811 94 14.069074 18 2007 10.786903 .6098382 95 14.081407 18 2008 10.753938 .6003155 96 14.092546 18 2009 10.717746 .57640725 97 14.100678 18 2010 10.749528 .56876534 98 14.108738 18 2011 10.75105 .5730483 98 14.115116 18 2012 10.790988 .58060396 99 14.121098 18 2013 10.790576 .5862405 100 14.130005 18 2014 10.799127 .5964376 100 14.135214 18 2015 10.832004 .6073211 101 14.1395 18 2016 10.844705 .6173358 101 14.144402 18 2017 10.839267 .622568 102 14.149846 18 2018 10.847043 .6299384 102 14.152256 18 2019 10.867196 .6289008 102 14.155177 19 2001 10.814786 .5985706 16 14.219893 19 2002 10.822694 .5838762 16 14.261278 19 2003 10.83441 .5897909 17 14.300438 19 2004 10.899237 .6039563 18 14.34876 19 2005 10.958635 .6232541 19 14.388838 19 2006 10.97073 .6294318 19 14.431254 19 2007 10.958426 .6228091 20 14.466249 19 2008 10.90228 .6010051 21 14.489385 19 2009 10.798268 .5527613 21 14.503192 19 2010 10.778707 .53652316 21 14.509577 19 2011 10.777977 .5438816 21 14.514347 19 2012 10.758434 .5446163 21 14.527782 19 2013 10.761704 .55324733 22 14.54111 19 2014 10.765808 .5643378 22 14.558403 19 2015 10.805882 .57480586 22 14.579104 19 2016 10.820078 .5853611 23 14.598808 19 2017 10.824885 .5918872 23 14.61863 19 2018 10.857017 .6028546 24 14.639477 19 2019 10.884948 .6046132 24 14.66048 20 2001 10.804238 .54442006 189 16.58113 20 2002 10.815147 .54005945 192 16.594398 20 2003 10.84283 .53869736 194 16.607552 20 2004 10.86851 .5448855 197 16.6183 20 2005 10.892248 .5526153 198 16.625042 20 2006 10.925705 .56252 199 16.628325 20 2007 10.933536 .570489 199 16.630878 20 2008 10.926855 .5576118 200 16.637259 20 2009 10.879386 .52964294 202 16.644909 20 2010 10.895164 .52009135 204 16.653442 20 2011 10.89574 .52716935 205 16.661486 20 2012 10.90469 .54268545 207 16.668755 20 2013 10.92004 .5563685 208 16.675459 20 2014 10.93781 .5708684 210 16.681906 20 2015 10.98028 .58510625 211 16.68824 20 2016 10.99717 .59416854 212 16.692919 20 2017 11.025148 .6006231 213 16.696362 20 2018 11.050921 .6149045 213 16.697289 20 2019 11.084463 .6204243 213 16.696129 21 2001 10.847198 .6153092 109 13.989093 21 2002 10.853407 .6075683 110 13.997437 21 2003 10.859153 .6044662 111 14.00707 21 2004 10.868473 .606416 112 14.016104 21 2005 10.88093 .609996 113 14.026235 21 2006 10.886464 .6155198 115 14.041588 21 2007 10.864943 .6229245 115 14.04949 21 2008 10.838678 .6170794 116 14.055862 21 2009 10.809162 .5930412 117 14.06108 21 2010 10.805517 .588084 118 14.067427 21 2011 10.807665 .5965412 118 14.072745 21 2012 10.841677 .5968778 119 14.078974 21 2013 10.8553 .5998145 119 14.079632 21 2014 10.851567 .6097817 119 14.080647 21 2015 10.886558 .6196479 119 14.0817 21 2016 10.895145 .6301076 119 14.08321 21 2017 10.896147 .6351915 120 14.08505 21 2018 10.893456 .6438416 120 14.088484 21 2019 10.900344 .6472274 120 14.090652 22 2001 10.736115 .5586738 327 15.471953 22 2002 10.761958 .5548566 332 15.48889 22 2003 10.78744 .55971694 337 15.501596 22 2004 10.828321 .567878 341 15.515903 22 2005 10.868435 .5826883 346 15.52986 22 2006 10.893753 .5958755 347 15.533184 22 2007 10.903384 .607067 347 15.532282 22 2008 10.849298 .59335005 349 15.5381 22 2009 10.785104 .56518644 352 15.54719 22 2010 10.795609 .5595525 357 15.56129 22 2011 10.774885 .56972045 363 15.57619 22 2012 10.76857 .57669765 368 15.589636 22 2013 10.78359 .58911043 373 15.602997 22 2014 10.806207 .6077057 377 15.615171 22 2015 10.849648 .6277437 382 15.62796 22 2016 10.869444 .633006 387 15.642245 22 2017 10.89431 .645101 391 15.652143 22 2018 10.92266 .6683427 393 15.65626 22 2019 10.94546 .6727178 394 15.660194 23 2001 10.91821 .6682802 390 14.225802 23 2002 10.91013 .6562162 392 14.230432 23 2003 10.927233 .6523294 393 14.234054 23 2004 10.94111 .6571219 394 14.235734 23 2005 10.971623 .6622235 394 14.235793 23 2006 10.992167 .6689923 394 14.236788 23 2007 10.993513 .6744713 396 14.2411 23 2008 10.96528 .6706823 398 14.246144 23 2009 10.945283 .6390473 401 14.253516 23 2010 10.95785 .6303135 403 14.258084 23 2011 10.968043 .6368197 404 14.261108 23 2012 10.974318 .6383038 405 14.264957 23 2013 10.97459 .645393 407 14.26786 23 2014 10.97502 .6509179 407 14.270013 23 2015 10.998995 .6578661 408 14.270967 23 2016 11.007668 .662405 408 14.270732 23 2017 11.003765 .6672701 407 14.270047 23 2018 11.02259 .6753924 407 14.270103 23 2019 11.041128 .6742132 408 14.271323 end format %ty time label values id metro2 label def metro2 1 "Atlanta", modify label def metro2 2 "Austin", modify label def metro2 3 "Boston", modify label def metro2 4 "Charlotte", modify label def metro2 5 "Chicago", modify label def metro2 6 "Cincinnati", modify label def metro2 7 "Columbus", modify label def metro2 8 "Cuyahoga", modify label def metro2 9 "Dallas", modify label def metro2 10 "Davidson", modify label def metro2 11 "Denver", modify label def metro2 12 "Detroit", modify label def metro2 13 "Hartford", modify label def metro2 14 "Houston", modify label def metro2 15 "Indianapolis", modify label def metro2 16 "Jackson", modify label def metro2 17 "Jacksonville", modify label def metro2 18 "Jefferson", modify label def metro2 19 "Las Vegas", modify label def metro2 20 "Los Angeles", modify label def metro2 21 "Memphis", modify label def metro2 22 "Miami", modify label def metro2 23 "Milwaukee", modify
Code:
bys id: g revenue = gdp+ sqrt(pop) + /// (20*sqrt(emp))-(dens/100) +((time-1990)/_pi) + runiform(0,1)

Comment