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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 157 | pickup_zone | 100 | Flatbush/Ditmas Park | 9158 | -3.1381976513286816 | 0.09041043347926747 | 0.22256517683017676 | 0.3631051571765108 | -3.5744173821286167 | -2.7019779205287464 | -3.852340166822749 | -2.4240551358346143 |
| 158 | pickup_zone | 101 | East New York | 8854 | 2.203024067071567 | 0.09234835539890221 | 0.2278774738343453 | 0.39059172092344024 | 1.7563924254682817 | 2.6496557086748522 | 1.4348219399510582 | 2.971226194192076 |
| 159 | pickup_zone | 102 | South Ozone Park | 8009 | -3.300001587578862 | 0.09659511745199138 | 0.2789906428486792 | 0.36168693649633477 | -3.8468131995859505 | -2.7531899755717735 | -4.011354796272821 | -2.5886483788849026 |
| 160 | pickup_zone | 103 | Stuyvesant Heights | 7957 | -0.8544787202213797 | 0.09679555011141718 | 0.2155190221943777 | 0.368006356954687 | -1.2768882417056486 | -0.4320691987371108 | -1.5782607439112069 | -0.13069669653155258 |
| 161 | pickup_zone | 104 | Gowanus | 7870 | -9.556282663496916 | 0.09735460044014896 | 0.1671142083203602 | 0.26424190838247696 | -9.883820493109745 | -9.228744833884086 | -10.075984401193475 | -9.036580925800356 |
| 162 | pickup_zone | 105 | Rego Park | 7105 | -4.334411223089475 | 0.1023701364013805 | 0.1672657164605638 | 0.24604323721397198 | -4.662246003200469 | -4.006576442978481 | -4.818320451233195 | -3.8505019949457555 |
| 163 | pickup_zone | 106 | Inwood | 6812 | -3.3630767135145163 | 0.10460289020754543 | 0.1894254825194775 | 0.23484724350901034 | -3.7343438370068136 | -2.991809590022219 | -3.824966053067036 | -2.9011873739619967 |
| 164 | pickup_zone | 107 | Elmhurst/Maspeth | 6713 | -3.7004727184418726 | 0.10542131147615343 | 0.15762179452804811 | 0.22260153012868475 | -4.0094057588954195 | -3.391539677988326 | -4.138277617482869 | -3.2626678194008765 |
| 165 | pickup_zone | 108 | Bushwick North | 5880 | -1.0130655828409374 | 0.11245462013503221 | 0.21059429488705536 | 0.27128065452698097 | -1.4258228161691735 | -0.6003083495127013 | -1.5466108801185485 | -0.47952028556332627 |
| 166 | pickup_zone | 109 | East Concourse/Concourse Village | 5858 | 1.5034774358822176 | 0.11278398084121215 | 0.2386862598094849 | 0.323797258140378 | 1.035660963051057 | 1.9712939087133783 | 0.8666443205485144 | 2.140310551215921 |
| 167 | pickup_zone | 110 | Maspeth | 5784 | -9.081448355443811 | 0.11339748188766763 | 0.19556084074497498 | 0.30420805382748933 | -9.464740560090336 | -8.698156150797287 | -9.67975410930098 | -8.483142601586643 |
| 168 | pickup_zone | 111 | Melrose South | 5758 | -0.43691642841372413 | 0.11378254855439761 | 0.20415209105304014 | 0.25864463697439494 | -0.8370471742462247 | -0.036785682581223667 | -0.9456096485933383 | 0.07177679176589002 |
| 169 | pickup_zone | 112 | Kew Gardens | 5439 | -6.430842194765816 | 0.11696359681174358 | 0.24637385546311666 | 0.3378441894974367 | -6.913726078205801 | -5.947958311325831 | -7.095302323090211 | -5.766382066441421 |
| 170 | pickup_zone | 113 | Sunset Park West | 5370 | -6.198450085468892 | 0.11775723182702466 | 0.2569075802900678 | 0.36404015380881105 | -6.701979690192757 | -5.694920480745027 | -6.914431519617162 | -5.482468651320621 |
| 171 | pickup_zone | 114 | Randalls Island | 5271 | -6.9563001965444045 | 0.11875817962216902 | 0.24556830757130838 | 1.2720188897563525 | -7.437605235128624 | -6.474995157960185 | -9.458062431898677 | -4.454537961190132 |
| 172 | pickup_zone | 115 | Springfield Gardens South | 5180 | 10.081481671417976 | 0.1198422368961226 | 0.254471490573393 | 0.33433940804745427 | 9.582726714801902 | 10.580236628034049 | 9.423914624592092 | 10.73904871824386 |
| 173 | pickup_zone | 116 | Canarsie | 5089 | 2.7711426759743176 | 0.12120291105355972 | 0.34072675739350566 | 0.48882545088551016 | 2.1033305029139298 | 3.4389548490347055 | 1.809737886663651 | 3.732547465284984 |
| 174 | pickup_zone | 117 | Brownsville | 5048 | 3.005205357256102 | 0.12157336945217857 | 0.33027224418065404 | 0.49431925081348094 | 2.357883653568802 | 3.6525270609434024 | 2.032995554514368 | 3.9774151599978365 |
| 175 | pickup_zone | 118 | Red Hook | 4872 | 2.6876379461369027 | 0.12349187589735888 | 0.3000651614926994 | 0.8459484783611861 | 2.0995210365960166 | 3.2757548556777887 | 1.0238560846703624 | 4.351419807603443 |
| 176 | pickup_zone | 119 | Richmond Hill | 4750 | -3.2247750694568253 | 0.12525228046578238 | 0.31699784868903 | 0.43851888182858806 | -3.846079436064002 | -2.603470702849649 | -4.087238659332193 | -2.362311479581457 |
| 177 | pickup_zone | 120 | Crown Heights South | 4644 | -3.6365224167615224 | 0.1265198503241204 | 0.3073814591012013 | 0.40565011823052816 | -4.238979006115248 | -3.0340658274077965 | -4.434340872704828 | -2.8387039608182167 |
| 178 | pickup_zone | 121 | Bay Ridge | 4624 | -2.431475717513024 | 0.12698080683521978 | 0.3295245493536542 | 0.4175322420575099 | -3.0773319662679777 | -1.7856194687580702 | -3.2526635187589292 | -1.6102879162671184 |
| 179 | pickup_zone | 122 | South Williamsburg | 4516 | -7.79423079664349 | 0.12849725896484648 | 0.21597616597831854 | 0.2837267827994257 | -8.217536303480038 | -7.37092528980694 | -8.352254703428496 | -7.236206889858482 |
| 180 | pickup_zone | 123 | East Flatbush/Remsen Village | 4140 | 3.206939693635462 | 0.13412365118628658 | 0.39501755495898383 | 0.5645879112060052 | 2.4327195126547823 | 3.981159874616142 | 2.0965279488356003 | 4.317351438435324 |
| 181 | pickup_zone | 124 | Flatlands | 4027 | 0.06872225283655098 | 0.13607885149123483 | 0.3837474475518949 | 0.5312250502570707 | -0.6834089235243364 | 0.8208534291974383 | -0.9760725846535403 | 1.1135170903266423 |