OLS coefficients with robust SEs
Unpenalised OLS counterpart of the 2021 model on all 2019 model rows: estimates with classical, HC3 and day-clustered standard errors and 95% intervals. One reference level per block is omitted.
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| feature_indexINTEGER | blockTEXT | levelINTEGER | labelTEXT | tripsINTEGER | estimateREAL | se_classicalREAL | se_hc3REAL | se_cluster_dayREAL | ci_low_hc3REAL | ci_high_hc3REAL | ci_low_clusterREAL | ci_high_clusterREAL |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 182 | pickup_zone | 125 | Borough Park | 3932 | -5.968424497541662 | 0.13839350976520826 | 0.37052298880511725 | 0.440956383164556 | -6.6946362110438296 | -5.242212784039494 | -6.835682079739046 | -5.101166915344278 |
| 183 | pickup_zone | 126 | East Flatbush/Farragut | 3879 | 5.180049069868602 | 0.1384837958831541 | 0.4301671390640631 | 0.6388487372362848 | 4.336936969970405 | 6.023161169766799 | 3.9235837313486397 | 6.436514408388565 |
| 184 | pickup_zone | 127 | Flushing | 3669 | 2.5750900498341593 | 0.1424075939050187 | 0.27525221441914655 | 0.35310670691753715 | 2.0356056229077355 | 3.114574476760583 | 1.8806121363923145 | 3.269567963276004 |
| 185 | pickup_zone | 128 | Soundview/Castle Hill | 3574 | 5.01329147002275 | 0.14437698151565917 | 0.3458771440391653 | 0.4624557311665626 | 4.335384724630414 | 5.691198215415087 | 4.103749722590633 | 5.922833217454867 |
| 186 | pickup_zone | 129 | Saint Albans | 3446 | 12.136040079330982 | 0.14703632936899738 | 0.3541201011336617 | 0.44928585856910214 | 11.441977434907324 | 12.83010272375464 | 11.252400376415723 | 13.019679782246241 |
| 187 | pickup_zone | 130 | Ocean Hill | 3427 | 0.9345108482899604 | 0.14726944783744167 | 0.3667617093981342 | 0.4609030689454238 | 0.215671106961272 | 1.653350589618649 | 0.02802282257564792 | 1.8409988740042729 |
| 188 | pickup_zone | 131 | Co-Op City | 3380 | 9.753259272301449 | 0.148747801194892 | 0.4829202886617434 | 0.5926066467035455 | 8.806752899120745 | 10.699765645482152 | 8.58774125910053 | 10.918777285502367 |
| 189 | pickup_zone | 132 | University Heights/Morris Heights | 3329 | 1.5410886485753537 | 0.14940550060069857 | 0.3238916883266828 | 0.4305292030807868 | 0.9062726045631831 | 2.1759046925875243 | 0.6943388792452841 | 2.387838417905423 |
| 190 | pickup_zone | 133 | Kensington | 3313 | -7.275821375572434 | 0.14991373712208927 | 0.32386328091595046 | 0.39512099721581534 | -7.910581742082675 | -6.641061009062193 | -8.052931524793086 | -6.498711226351782 |
| 191 | pickup_zone | 134 | Kew Gardens Hills | 3174 | 5.098872254947935 | 0.1546504478522433 | 0.3205450026952593 | 0.34585967959627933 | 4.4706155942409325 | 5.727128915654937 | 4.418647541216337 | 5.779096968679533 |
| 192 | pickup_zone | 135 | Midwood | 3136 | -3.9719568465341126 | 0.15415410105910013 | 0.4240078533327886 | 0.5443257270306993 | -4.80299696822852 | -3.1409167248397054 | -5.042517636616405 | -2.90139605645182 |
| 193 | pickup_zone | 136 | Highbridge | 3007 | 1.7270073036246458 | 0.1571567493908541 | 0.3130806897323975 | 0.3525140935371308 | 1.1133804274941876 | 2.340634179755104 | 1.0336949214396132 | 2.4203196858096785 |
| 194 | pickup_zone | 137 | Prospect Park | 2926 | -5.524685567392538 | 0.15918191216069538 | 0.330406167552312 | 0.39599156623429105 | -6.172269756064976 | -4.8771013787201 | -6.303507921291306 | -4.74586321349377 |
| 195 | pickup_zone | 138 | Erasmus | 2885 | -0.41385233545764777 | 0.16042284295426273 | 0.4196667560309171 | 0.5194483497032788 | -1.2363840627870029 | 0.4086793918717072 | -1.4354851704493363 | 0.6077804995340408 |
| 196 | pickup_zone | 139 | Van Nest/Morris Park | 2818 | -1.8706920666667344 | 0.16281658197955776 | 0.3828754660483658 | 0.4362494753437578 | -2.6211141906855198 | -1.120269942647949 | -2.7286922672904668 | -1.012691866043002 |
| 197 | pickup_zone | 140 | Roosevelt Island | 2708 | 1.6321584305418213 | 0.16543606081964213 | 0.28988066117669486 | 0.2895173633188321 | 1.0640027748208412 | 2.2003140862628014 | 1.0627458126449816 | 2.201571048438661 |
| 198 | pickup_zone | 141 | Williamsbridge/Olinville | 2642 | 3.8777273423913527 | 0.1680474268123382 | 0.4863779768595927 | 0.5214642775638391 | 2.924444024873095 | 4.8310106599096105 | 2.8521296510352165 | 4.903325033747489 |
| 199 | pickup_zone | 142 | Spuyten Duyvil/Kingsbridge | 2627 | -0.2748412205670263 | 0.1681885383540161 | 0.4032836439639671 | 0.45897079549859277 | -1.0652626382904757 | 0.5155801971564231 | -1.1775289184901487 | 0.6278464773560961 |
| 200 | pickup_zone | 143 | Marine Park/Mill Basin | 2603 | -0.6087481387708067 | 0.1691390192977542 | 0.4923426972973019 | 0.5201130441344847 | -1.5737220935248242 | 0.3562258159832108 | -1.6316882715073893 | 0.4141919939657759 |
| 201 | pickup_zone | 144 | Springfield Gardens North | 2594 | 8.177798851546996 | 0.1693537551359077 | 0.3636703571063148 | 0.46151550116826295 | 7.465018049373799 | 8.890579653720193 | 7.270106315570177 | 9.085491387523815 |
| 202 | pickup_zone | 145 | North Corona | 2544 | -1.2355551924360952 | 0.17099223577412526 | 0.2969486229433211 | 0.3552452972057456 | -1.817563798663769 | -0.6535465862084215 | -1.9342392104122523 | -0.536871174459938 |
| 203 | pickup_zone | 146 | Morrisania/Melrose | 2459 | 1.9068035368461835 | 0.17380769703253438 | 0.38882136100097153 | 0.44673418616861493 | 1.1447276728644327 | 2.6688794008279344 | 1.0281823739069762 | 2.785424699785391 |
| 204 | pickup_zone | 147 | Windsor Terrace | 2463 | -5.547492733295542 | 0.17352018722020499 | 0.36426423907332667 | 0.461424960450983 | -6.26143752273515 | -4.833547943855933 | -6.45500719695828 | -4.639978269632803 |
| 205 | pickup_zone | 148 | Parkchester | 2423 | 4.125042142104746 | 0.1752034822809994 | 0.4387844504058935 | 0.57313876707705 | 3.2650404223329934 | 4.985043861876499 | 2.997812873233182 | 5.252271410976311 |
| 206 | pickup_zone | 149 | Kingsbridge Heights | 2409 | 4.647721947931359 | 0.17547424664428626 | 0.4449455980728567 | 0.5259046285648983 | 3.775644600628925 | 5.519799295233793 | 3.613391129625909 | 5.682052766236809 |