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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 107 | pickup_zone | 50 | Bloomingdale | 226770 | 0.5555399926796838 | 0.018786938232189476 | 0.018293625592112926 | 0.03276559588256808 | 0.5196851453724822 | 0.5913948399868854 | 0.4910977653998755 | 0.6199822199594921 |
| 108 | pickup_zone | 51 | Seaport | 157550 | 3.4096298238790013 | 0.02226179402338595 | 0.027571820700322117 | 0.058135123751737613 | 3.355590048318174 | 3.4636695994398283 | 3.2952916970469364 | 3.523967950711066 |
| 109 | pickup_zone | 52 | Stuy Town/Peter Cooper Village | 147360 | 1.3629279981880416 | 0.022959372129741026 | 0.01856868457967399 | 0.04170478966766419 | 1.3265340451715963 | 1.3993219512044868 | 1.28090447741789 | 1.4449515189581932 |
| 110 | pickup_zone | 53 | Chinatown | 145356 | 3.6405548109690216 | 0.023136329316997377 | 0.030881581080213896 | 0.06214017471192248 | 3.5800280242661486 | 3.7010815976718945 | 3.5183396900737796 | 3.7627699318642636 |
| 111 | pickup_zone | 54 | Alphabet City | 125879 | 2.06441883386681 | 0.024795013729229785 | 0.022695406371886082 | 0.06034355912303727 | 2.0199366547634128 | 2.1089010129702075 | 1.9457372336353869 | 2.1831004340982334 |
| 112 | pickup_zone | 55 | Central Harlem North | 122523 | -2.1873679126623955 | 0.025415931260840692 | 0.030837250006125024 | 0.05065607359996206 | -2.2478078120566582 | -2.1269280132681327 | -2.2869965054012864 | -2.0877393199235046 |
| 113 | pickup_zone | 56 | Two Bridges/Seward Park | 103923 | 1.8539126849445466 | 0.02718794889227541 | 0.031650764355860804 | 0.06399175466450764 | 1.7918783267238954 | 1.915947043165198 | 1.7280559413985561 | 1.9797694284905372 |
| 114 | pickup_zone | 57 | Sunnyside | 102645 | -1.6570069303112547 | 0.027767956597778958 | 0.041745386976453275 | 0.1644612287841008 | -1.7388263853057906 | -1.5751874753167188 | -1.9804635194117766 | -1.3335503412107328 |
| 115 | pickup_zone | 58 | Astoria | 101488 | -3.8656122933196997 | 0.02828291272939457 | 0.03811136942248259 | 0.1500363416578046 | -3.9403092047892665 | -3.790915381850133 | -4.160698519249964 | -3.570526067389436 |
| 116 | pickup_zone | 59 | Downtown Brooklyn/MetroTech | 87942 | -2.86262203015238 | 0.02977160532985648 | 0.04444507899206246 | 0.18389775875613829 | -2.9497327842668604 | -2.7755112760379 | -3.224305706179016 | -2.5009383541257444 |
| 117 | pickup_zone | 60 | Hamilton Heights | 86753 | -0.31209743149179303 | 0.029850002965710932 | 0.03767657367136718 | 0.056649586373461146 | -0.3859421589485428 | -0.2382527040350433 | -0.42351385539781805 | -0.200681007585768 |
| 118 | pickup_zone | 61 | Washington Heights South | 80541 | -0.2710072491314861 | 0.030991508822506685 | 0.04591205670994681 | 0.07641420402546849 | -0.36099322673914236 | -0.18102127152382985 | -0.42129603133046034 | -0.12071846693251187 |
| 119 | pickup_zone | 62 | Brooklyn Heights | 74272 | -2.06240082144609 | 0.032323873119492405 | 0.053878384649962516 | 0.18771650422647285 | -2.1680005149052124 | -1.956801127986968 | -2.4315950724186237 | -1.6932065704735564 |
| 120 | pickup_zone | 63 | Manhattanville | 74090 | -1.0822438883225374 | 0.03214166498338222 | 0.035434651525178856 | 0.060110473196934924 | -1.1516945291166152 | -1.0127932475284596 | -1.2004670633118426 | -0.9640207133332321 |
| 121 | pickup_zone | 64 | Long Island City/Queens Plaza | 64581 | -2.296707428692798 | 0.034650692817764624 | 0.04433676638916823 | 0.1545525945754774 | -2.383605894006534 | -2.2098089633790625 | -2.600676062805622 | -1.9927387945799746 |
| 122 | pickup_zone | 65 | Long Island City/Hunters Point | 63725 | -7.206304396449696 | 0.034843105604780496 | 0.05488378496990463 | 0.17482907750290747 | -7.31387463832595 | -7.0987341545734415 | -7.550152107565351 | -6.86245668533404 |
| 123 | pickup_zone | 66 | Boerum Hill | 61212 | -6.460485726923281 | 0.03557117265419993 | 0.059266816495874765 | 0.19773908959232686 | -6.57664655273354 | -6.344324901113022 | -6.849392048031589 | -6.071579405814973 |
| 124 | pickup_zone | 67 | Park Slope | 58697 | -8.147765789916548 | 0.03640236836831864 | 0.064670417520764 | 0.20584012653879546 | -8.274517479122414 | -8.021014100710682 | -8.552604946978077 | -7.74292663285502 |
| 125 | pickup_zone | 68 | Fort Greene | 58401 | -6.332803406367503 | 0.03641797507809574 | 0.055770081088366986 | 0.1952229770111934 | -6.442110756715581 | -6.2234960560194255 | -6.716761125307974 | -5.948845687427033 |
| 126 | pickup_zone | 69 | Williamsburg (North Side) | 55597 | -2.6087387935314723 | 0.037264664499172734 | 0.05616600579998504 | 0.2151272193191049 | -2.718822142054911 | -2.498655445008034 | -3.031843479651661 | -2.1856341074112837 |
| 127 | pickup_zone | 70 | Williamsburg (South Side) | 43453 | -2.6948468183970817 | 0.041877808522807966 | 0.06164864679462579 | 0.19268097743192547 | -2.8156759458101788 | -2.5740176909839847 | -3.073805021527754 | -2.3158886152664095 |
| 128 | pickup_zone | 71 | Cobble Hill | 38546 | -4.034771736821057 | 0.044488681964361725 | 0.07837917590961334 | 0.20224875653605767 | -4.188392098741828 | -3.881151374900285 | -4.432547513048866 | -3.6369959605932474 |
| 129 | pickup_zone | 72 | DUMBO/Vinegar Hill | 38149 | -1.7109021046247506 | 0.04452787898849817 | 0.06584089671434665 | 0.19006380077536197 | -1.8399478908946916 | -1.5818563183548096 | -2.084712936300982 | -1.3370912729485191 |
| 130 | pickup_zone | 73 | Old Astoria | 37632 | -3.0673358563850854 | 0.045322086935750974 | 0.06347311014592867 | 0.15517166437021698 | -3.1917408662578497 | -2.942930846512321 | -3.372522055304533 | -2.762149657465638 |
| 131 | pickup_zone | 74 | Woodside | 36686 | -3.3348359954968743 | 0.045668205513716774 | 0.06613657712926689 | 0.1671140271100867 | -3.464461304730993 | -3.2052106862627556 | -3.6635100155046003 | -3.006161975489148 |