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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 132 | pickup_zone | 75 | Steinway | 35903 | -3.3770363279792406 | 0.046107603601318846 | 0.08026137734882514 | 0.17704504179101782 | -3.534345736932517 | -3.2197269190259643 | -3.725242320104347 | -3.028830335854134 |
| 133 | pickup_zone | 76 | Jackson Heights | 35542 | -2.934780895801069 | 0.046588580377425734 | 0.06889375121104363 | 0.1671196407895275 | -3.069810166934577 | -2.7997516246675604 | -3.2634659565970563 | -2.6060958350050814 |
| 134 | pickup_zone | 77 | Battery Park | 33721 | 6.543412454012866 | 0.04710670031309915 | 0.06510195461883539 | 0.09739949526230796 | 6.415814967636788 | 6.671009940388945 | 6.351850535434375 | 6.734974372591358 |
| 135 | pickup_zone | 78 | Carroll Gardens | 32812 | -6.046568412308488 | 0.048183019323245764 | 0.08161909285282318 | 0.19861850834128061 | -6.206538894750852 | -5.886597929866125 | -6.437204343435101 | -5.655932481181876 |
| 136 | pickup_zone | 79 | Queensbridge/Ravenswood | 27667 | -2.7617989397715945 | 0.0528569369384778 | 0.07377897167270675 | 0.1642257081556743 | -2.9064030670665004 | -2.6171948124766886 | -3.084792315142675 | -2.438805564400514 |
| 137 | pickup_zone | 80 | Baisley Park | 23877 | 7.954049738372447 | 0.056589067495857716 | 0.10588714658520333 | 0.20944633927450343 | 7.746514744639735 | 8.161584732105158 | 7.542118008309447 | 8.365981468435447 |
| 138 | pickup_zone | 81 | East Williamsburg | 23625 | -3.7049441296252326 | 0.056469836812981594 | 0.08880387618157527 | 0.216352681644482 | -3.8789965286286745 | -3.5308917306217906 | -4.130459012159301 | -3.279429247091164 |
| 139 | pickup_zone | 82 | Elmhurst | 23388 | -5.8900604339875 | 0.057023973635920974 | 0.08278313226387272 | 0.1757261503611781 | -6.052312391752107 | -5.727808476222894 | -6.235672476605822 | -5.544448391369179 |
| 140 | pickup_zone | 83 | Flushing Meadows-Corona Park | 20880 | -6.728025833375426 | 0.06032683040445444 | 0.09657013796277816 | 0.3905614701461096 | -6.917299825764536 | -6.538751840986317 | -7.4961684643257716 | -5.959883202425081 |
| 141 | pickup_zone | 84 | Greenpoint | 20549 | -3.566662619690817 | 0.06048398136196582 | 0.08775005133755827 | 0.19853079183723085 | -3.7386495599539717 | -3.394675679427662 | -3.9571260330670914 | -3.1761992063145423 |
| 142 | pickup_zone | 85 | East Elmhurst | 16273 | -0.29963445252809606 | 0.06841033683770198 | 0.09673902914448106 | 0.20071507786196047 | -0.48923946555064957 | -0.11002943950554256 | -0.6943938432140528 | 0.09512493815786077 |
| 143 | pickup_zone | 86 | Clinton Hill | 16083 | -7.026776495310855 | 0.06829199179726085 | 0.11907750504363332 | 0.2217134922868703 | -7.260164116565264 | -6.793388874056447 | -7.4628348326033525 | -6.590718158018358 |
| 144 | pickup_zone | 87 | Crown Heights North | 15508 | -4.1539148364480525 | 0.06965075511092106 | 0.15914351702847004 | 0.30847204664981914 | -4.465830398196891 | -3.8419992746992144 | -4.760606862160641 | -3.547222810735464 |
| 145 | pickup_zone | 88 | Mott Haven/Port Morris | 13284 | -0.6499919914377585 | 0.07511631767231584 | 0.12260804663818022 | 0.18610146027335042 | -0.8902993470633991 | -0.40968463581211806 | -1.0160098304852045 | -0.28397415239031265 |
| 146 | pickup_zone | 89 | Prospect Heights | 12936 | -6.880606996982465 | 0.07600850010741857 | 0.1406313978139343 | 0.24100556143555857 | -7.156239471793301 | -6.604974522171629 | -7.354608300709427 | -6.406605693255503 |
| 147 | pickup_zone | 90 | Washington Heights North | 12295 | -1.8437021601746721 | 0.07795356844409221 | 0.13857541574553323 | 0.17979208242133674 | -2.115304984178582 | -1.5720993361707623 | -2.1973109356729346 | -1.4900933846764097 |
| 148 | pickup_zone | 91 | Corona | 12218 | -6.248262406710509 | 0.07834928611869003 | 0.12614269464926064 | 0.28273328503675016 | -6.495497545135893 | -6.001027268285125 | -6.804332336865463 | -5.692192476555555 |
| 149 | pickup_zone | 92 | Jamaica | 11937 | 1.3205041901837262 | 0.07926876678159828 | 0.1332011642102442 | 0.22601265927747935 | 1.059434705632842 | 1.5815736747346105 | 0.875990401712633 | 1.7650179786548195 |
| 150 | pickup_zone | 93 | Bedford | 11784 | -6.423961819682546 | 0.07976200702005312 | 0.1518321633196301 | 0.2466397129002084 | -6.721547391483824 | -6.126376247881268 | -6.909044175331015 | -5.938879464034077 |
| 151 | pickup_zone | 94 | Forest Hills | 11017 | -0.885525147668659 | 0.08254570760811285 | 0.1537390565684269 | 0.25768709043697097 | -1.1868481615599418 | -0.5842021337773762 | -1.3923350988298544 | -0.37871519650746355 |
| 152 | pickup_zone | 95 | Bushwick South | 10683 | -2.6285729473876813 | 0.0836252908390224 | 0.1638023317220888 | 0.2512102118333939 | -2.949619618146658 | -2.3075262766287046 | -3.122644400383565 | -2.1345014943917975 |
| 153 | pickup_zone | 96 | West Concourse | 10450 | -1.115276130391777 | 0.08457391004265785 | 0.14460838676220505 | 0.21524953169485117 | -1.3987033603081378 | -0.8318489004754165 | -1.538621376212001 | -0.6919308845715533 |
| 154 | pickup_zone | 97 | South Jamaica | 9800 | 4.180950960952188 | 0.08743274624672943 | 0.15773427255441352 | 0.2294125096557386 | 3.871797467617913 | 4.490104454286463 | 3.729750465742162 | 4.632151456162214 |
| 155 | pickup_zone | 98 | Prospect-Lefferts Gardens | 9773 | -4.9416717580825775 | 0.0875420212460498 | 0.20697959819001754 | 0.34721111033472163 | -5.3473443160695835 | -4.535999200095572 | -5.624554418494338 | -4.258789097670817 |
| 156 | pickup_zone | 99 | Briarwood/Jamaica Hills | 9252 | -1.4679742970977117 | 0.08992985299586802 | 0.15369086932062928 | 0.2809322630968796 | -1.769202865718797 | -1.1667457284766263 | -2.0205020403319383 | -0.9154465538634851 |