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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 257 | pickup_zone | 200 | Cambria Heights | 992 | 11.801191607967993 | 0.2733242564860973 | 0.7016879291835463 | 0.726613619361332 | 10.425908538381751 | 13.176474677554236 | 10.372113370804035 | 13.230269845131952 |
| 258 | pickup_zone | 201 | Fordham South | 988 | 0.10004341944136286 | 0.27388577893043975 | 0.6323640333866267 | 0.7250478057280889 | -1.1393673111149099 | 1.3394541499976356 | -1.3259552302677267 | 1.5260420691504524 |
| 259 | pickup_zone | 202 | College Point | 938 | 7.81387851518943 | 0.28099122652745717 | 0.499835148974449 | 0.5236933865402406 | 6.834219624992297 | 8.793537405386562 | 6.783896690310938 | 8.843860340067922 |
| 260 | pickup_zone | 203 | Far Rockaway | 910 | 32.92920515143217 | 0.2853912093418632 | 1.1406516111470681 | 1.1596416279093145 | 30.693569074676333 | 35.16484122818801 | 30.6484625817963 | 35.20994772106805 |
| 261 | pickup_zone | 204 | Whitestone | 898 | 1.2984944620529149 | 0.2873434199029783 | 0.6026799679460659 | 0.6247757946775055 | 0.11726343067487144 | 2.4797254934309585 | 0.06970729444487023 | 2.5272816296609593 |
| 262 | pickup_zone | 205 | Ocean Parkway South | 880 | -6.5234941041989885 | 0.2904120763580558 | 0.8331422842621435 | 0.888913099488445 | -8.156422975350221 | -4.890565233047755 | -8.271777278859918 | -4.775210929538059 |
| 263 | pickup_zone | 206 | Manhattan Beach | 879 | -0.49909183834142823 | 0.2905632782870682 | 0.9242568641513327 | 0.9532810818230568 | -2.3106020045419697 | 1.3124183278591133 | -2.373971707963018 | 1.3757880312801614 |
| 264 | pickup_zone | 207 | Gravesend | 877 | -5.511223693293516 | 0.2908160531589875 | 0.7771548474785349 | 0.8606647928791381 | -7.034419204762163 | -3.988028181824869 | -7.203949087125099 | -3.8184982994619334 |
| 265 | pickup_zone | 208 | Fresh Meadows | 870 | 3.944526117483292 | 0.29193350463185747 | 0.6719462864656263 | 0.7570355142773793 | 2.627535596465231 | 5.261516638501353 | 2.455615162077656 | 5.433437072888928 |
| 266 | pickup_zone | 209 | Bellerose | 862 | -0.3075163630652611 | 0.2941264990572694 | 0.6260643700856392 | 0.7061342969162948 | -1.5345799804368696 | 0.9195472543063474 | -1.6963165855619606 | 1.0812838594314385 |
| 267 | pickup_zone | 210 | Bath Beach | 861 | -0.37832173268046176 | 0.2935484869770275 | 1.030478025354692 | 0.9406158995039372 | -2.3980215492356107 | 1.6413780838746872 | -2.2282921649619194 | 1.4716486996009959 |
| 268 | pickup_zone | 211 | Bay Terrace/Fort Totten | 859 | 2.679097559133794 | 0.294297256128476 | 0.7261506982351691 | 0.8358294722532823 | 1.2558683432442497 | 4.1023267750233385 | 1.0352174047440423 | 4.322977713523546 |
| 269 | pickup_zone | 212 | Glen Oaks | 859 | 6.108728704154331 | 0.2939687421893129 | 0.6793112458132807 | 0.7212075377192932 | 4.777303128067265 | 7.440154280241396 | 4.690282959166558 | 7.5271744491421035 |
| 270 | pickup_zone | 213 | Auburndale | 812 | 0.8974927789449936 | 0.30209852899690015 | 0.5989014836048348 | 0.6298624011986299 | -0.2763325592080883 | 2.0713181170980755 | -0.34129854835213647 | 2.1362841062421234 |
| 271 | pickup_zone | 214 | Saint Michaels Cemetery/Woodside | 799 | 3.286148734737779 | 0.30724522543996297 | 0.5636669470204054 | 0.6119038091302801 | 2.1813818193021373 | 4.390915650173421 | 2.082677737821384 | 4.489619731654174 |
| 272 | pickup_zone | 215 | Oakland Gardens | 738 | 6.029972107332412 | 0.31710226390048124 | 0.8487597161133359 | 0.9089139977303226 | 4.366433632221833 | 7.6935105824429915 | 4.242351865983521 | 7.817592348681304 |
| 273 | pickup_zone | 216 | Hollis | 736 | 8.996351218069066 | 0.3171912572149801 | 0.7185477497498788 | 0.8281646199470621 | 7.588023507387003 | 10.404678928751128 | 7.3675460269473065 | 10.625156409190824 |
| 274 | pickup_zone | 217 | Hammels/Arverne | 730 | 17.309170115035172 | 0.31884539671040246 | 1.0910907343397163 | 1.1451547939195956 | 15.170671571863968 | 19.447668658206375 | 15.056919743492575 | 19.56142048657777 |
| 275 | pickup_zone | 218 | Pelham Bay | 581 | 4.252643549092113 | 0.35705130085519154 | 0.9246941311116506 | 0.8595904223300115 | 2.440276355397719 | 6.065010742786507 | 2.5620311896566603 | 5.943255908527566 |
| 276 | pickup_zone | 219 | Inwood Hill Park | 542 | -2.2048582180208456 | 0.3697053159562184 | 0.7911051859702485 | 0.7919014539251219 | -3.7553958905053944 | -0.6543205455362968 | -3.762342283317618 | -0.6473741527240731 |
| 278 | pickup_zone | 221 | Douglaston | 501 | 2.1728389994500645 | 0.3849065023930055 | 0.9234454030105824 | 0.9736530585772885 | 0.3629192678602473 | 3.9827587310398815 | 0.2578922389091003 | 4.0877857599910286 |
| 279 | pickup_zone | 222 | Bloomfield/Emerson Hill | 423 | 28.74420984573584 | 0.4197913627783105 | 1.6927273598184565 | 1.783902214223327 | 25.426525184846092 | 32.061894506625585 | 25.23569340227042 | 32.252726289201256 |
| 280 | pickup_zone | 223 | Bronx Park | 384 | 3.4983272129132814 | 0.43919458051481763 | 1.2751394203941218 | 1.286697037140085 | 0.9990998736735235 | 5.997554552153039 | 0.9676965109778095 | 6.028957914848753 |
| 281 | pickup_zone | 224 | Charleston/Tottenville | 352 | -5.676739904156648 | 0.4794762836595313 | 1.6731330974647072 | 1.7780603867947375 | -8.956020516529417 | -2.3974592917838775 | -9.173766845882746 | -2.1797129624305494 |
| 282 | pickup_zone | 225 | Highbridge Park | 346 | -6.330997186246492 | 0.4623902971510959 | 0.9563924186027276 | 0.980483434165217 | -8.205491881794993 | -4.456502490697991 | -8.259377690450208 | -4.402616682042776 |