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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 336 | dropoff_zone | 18 | West Chelsea/Hudson Yards | 1495726 | 1.4961441375533582 | 0.00873759270555175 | 0.007864454098834121 | 0.04857297599948183 | 1.4807300907615748 | 1.5115581843451416 | 1.4006125082726413 | 1.591675766834075 |
| 337 | dropoff_zone | 19 | Yorkville West | 1414755 | 0.38331072642515096 | 0.008753485686366039 | 0.00739528682097936 | 0.016067965244579093 | 0.3688162306006877 | 0.39780522224961423 | 0.3517088147148833 | 0.4149126381354186 |
| 338 | dropoff_zone | 20 | Sutton Place/Turtle Bay North | 1412046 | 0.9951984400367451 | 0.008793431937936072 | 0.00720454703358674 | 0.04199850364402424 | 0.9810777873259902 | 1.0093190927475 | 0.9125972528970366 | 1.0777996271764536 |
| 339 | dropoff_zone | 21 | Lenox Hill East | 1378245 | 1.7173296062965022 | 0.008837326977633305 | 0.007620112790388988 | 0.03494731377087359 | 1.7023944596692069 | 1.7322647529237976 | 1.6485964526278531 | 1.7860627599651513 |
| 340 | dropoff_zone | 22 | TriBeCa/Civic Center | 1235659 | 3.5722044821248176 | 0.009368535514912336 | 0.010211259558268453 | 0.06126277685415029 | 3.552190781153821 | 3.592218183095814 | 3.4517149966298293 | 3.692693967619806 |
| 341 | dropoff_zone | 23 | West Village | 1209323 | 0.45450082250179946 | 0.009425169690983401 | 0.008761800456770255 | 0.04183554145351744 | 0.43732800916680314 | 0.4716736358367958 | 0.3722201436951698 | 0.5367815013084292 |
| 342 | dropoff_zone | 24 | Garment District | 1208639 | 2.5077860529054306 | 0.009341308209493016 | 0.008935970868018717 | 0.057068835568615285 | 2.4902718718372148 | 2.5253002339736463 | 2.3955450643548977 | 2.6200270414559634 |
| 343 | dropoff_zone | 25 | UN/Turtle Bay South | 1131966 | 0.8945149910011025 | 0.009541396424459402 | 0.008038166301310747 | 0.03987207584084579 | 0.8787604745487899 | 0.9102695074534152 | 0.8160959876458017 | 0.9729339943564034 |
| 344 | dropoff_zone | 26 | Flatiron | 1091641 | -0.05936564287409851 | 0.009742322670982864 | 0.008822107199300525 | 0.040008182192907915 | -0.07665665525247907 | -0.042074630495717955 | -0.13805233543930256 | 0.01932104969110554 |
| 345 | dropoff_zone | 27 | Lincoln Square West | 1023905 | 0.8232375156253227 | 0.009895275193707854 | 0.00852719394321383 | 0.021419589564740098 | 0.8065245226074355 | 0.8399505086432099 | 0.7811102164936884 | 0.8653648147569569 |
| 346 | dropoff_zone | 28 | Kips Bay | 1010501 | 0.3344946128995758 | 0.009993709357081174 | 0.008256459280092771 | 0.03859294669759384 | 0.3183122500707725 | 0.35067697572837914 | 0.25859135597736593 | 0.4103978698217857 |
| 347 | dropoff_zone | 29 | Greenwich Village North | 1004836 | 0.727708360358875 | 0.010031807435355804 | 0.009450888121048393 | 0.04347067604693867 | 0.7091849600197027 | 0.7462317606980473 | 0.6422117560589328 | 0.8132049646588172 |
| 348 | dropoff_zone | 30 | Central Park | 993260 | 1.2846613206065456 | 0.009954931366308671 | 0.008701531168935423 | 0.02837901562977705 | 1.2676066329050795 | 1.3017160083080117 | 1.2288464658501794 | 1.3404761753629117 |
| 349 | dropoff_zone | 31 | Yorkville East | 987292 | 1.1762547877528107 | 0.00996272950172077 | 0.008754641477309212 | 0.018098476060011328 | 1.1590960057597242 | 1.1934135697458972 | 1.1406593384328148 | 1.2118502370728066 |
| 350 | dropoff_zone | 32 | East Harlem South | 924423 | 1.2978420130380215 | 0.010287316958425734 | 0.009210464638077237 | 0.018803929251593285 | 1.2797898340665104 | 1.3158941920095326 | 1.2608591030696636 | 1.3348249230063793 |
| 351 | dropoff_zone | 33 | Clinton West | 900252 | 1.4755314791200362 | 0.010420922574403217 | 0.009539267606042628 | 0.04975942708257492 | 1.456834858173303 | 1.4942281000667694 | 1.377666379371482 | 1.5733965788685904 |
| 352 | dropoff_zone | 34 | LaGuardia Airport | 871246 | 18.851950522347906 | 0.010564701165326465 | 0.014946090545953049 | 0.20825969178501844 | 18.822656723168162 | 18.88124432152765 | 18.44235264903796 | 19.26154839565785 |
| 353 | dropoff_zone | 35 | Meatpacking/West Village West | 767652 | 1.438899045638692 | 0.011136836926614687 | 0.010651534804246012 | 0.04489371029351972 | 1.418022421042295 | 1.4597756702350893 | 1.3506036673846977 | 1.5271944238926864 |
| 354 | dropoff_zone | 36 | Lower East Side | 761520 | 3.677458295074416 | 0.0112011377301986 | 0.010888615625345807 | 0.05778238929922897 | 3.6561170006072383 | 3.698799589541594 | 3.5638139140188496 | 3.7911026761299826 |
| 355 | dropoff_zone | 37 | Greenwich Village South | 753019 | 1.4647019546205229 | 0.01121206860389191 | 0.010449180413039319 | 0.04649646344658058 | 1.4442219373430045 | 1.4851819718980412 | 1.373254337556859 | 1.5561495716841867 |
| 356 | dropoff_zone | 38 | Battery Park City | 712339 | 5.85493690782107 | 0.011451667446666012 | 0.012371201050140118 | 0.06189172966860842 | 5.830689799317292 | 5.8791840163248485 | 5.733210419942154 | 5.976663395699987 |
| 357 | dropoff_zone | 39 | Little Italy/NoLiTa | 674150 | 3.705105206056487 | 0.01171921998634101 | 0.01185734849332134 | 0.05562907514834844 | 3.681865230057437 | 3.7283451820555373 | 3.595695887913043 | 3.814514524199931 |
| 358 | dropoff_zone | 40 | JFK Airport | 662277 | 10.131803975134062 | 0.014128707041443514 | 0.03279187873391324 | 0.14940081224805446 | 10.067533073830187 | 10.196074876437937 | 9.837967686205186 | 10.425640264062938 |
| 359 | dropoff_zone | 41 | Manhattan Valley | 650322 | 1.163575124105975 | 0.011862046973281318 | 0.010662247046220425 | 0.023046798634249882 | 1.1426775039011146 | 1.1844727443108356 | 1.1182474871240866 | 1.2089027610878635 |
| 360 | dropoff_zone | 42 | SoHo | 615106 | 2.707387777377164 | 0.012159841313193247 | 0.01239849298579405 | 0.05241602857616132 | 2.6830871776624354 | 2.731688377091893 | 2.604297766784469 | 2.8104777879698593 |