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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 207 | pickup_zone | 150 | Mount Hope | 2315 | 2.2358824493957883 | 0.17906477084625894 | 0.42742226300757213 | 0.4254102332249961 | 1.3981502077103403 | 3.0736146910812363 | 1.399200490828802 | 3.0725644079627745 |
| 208 | pickup_zone | 151 | Bensonhurst West | 2317 | -5.2861064092728896 | 0.1794299823327156 | 0.5273476971172311 | 0.5593717331873368 | -6.3196889029528 | -4.252523915592979 | -6.386259157696928 | -4.185953660848851 |
| 209 | pickup_zone | 152 | Columbia Street | 2272 | -3.894028423092834 | 0.18056287324772544 | 0.30754133066360256 | 0.3577976913567623 | -4.496798354951019 | -3.2912584912346494 | -4.597732400558725 | -3.1903244456269433 |
| 210 | pickup_zone | 153 | Ridgewood | 2247 | 0.48347507944789925 | 0.18166929351777747 | 0.3716607933815346 | 0.3832511190152277 | -0.2449666900454911 | 1.2119168489412897 | -0.27028980873958286 | 1.2372399676353814 |
| 211 | pickup_zone | 154 | Claremont/Bathgate | 2209 | 3.243784609872222 | 0.18330623618290526 | 0.4604657894123561 | 0.5170822815337696 | 2.341288246511199 | 4.146280973233245 | 2.226805274950714 | 4.26076394479373 |
| 212 | pickup_zone | 155 | East Tremont | 2200 | 2.8942811562140065 | 0.18374113638433748 | 0.4303088251198817 | 0.5390356259968365 | 2.0508913567492937 | 3.7376709556787193 | 1.8341247517067278 | 3.954437560721285 |
| 213 | pickup_zone | 156 | Sheepshead Bay | 2150 | -0.23243904584410302 | 0.1861642767449951 | 0.5664919536882925 | 0.7163353637960141 | -1.3427428726048887 | 0.8778647809166826 | -1.641302369671706 | 1.1764242779835 |
| 214 | pickup_zone | 157 | Homecrest | 2118 | -8.898010327055886 | 0.18775097172283825 | 0.4931192338858458 | 0.6033294788049659 | -9.864506265556127 | -7.9315143885556445 | -10.084617631165461 | -7.711403022946311 |
| 215 | pickup_zone | 158 | Starrett City | 2036 | 2.000585546119879 | 0.19107084182873346 | 0.4761048154508526 | 0.5669857719015101 | 1.067437254970119 | 2.9337338372696395 | 0.8854577728223556 | 3.1157133194174027 |
| 216 | pickup_zone | 159 | Queens Village | 1991 | 12.572111702861832 | 0.19315584566575186 | 0.529355609752361 | 0.5570645533667427 | 11.534593772732965 | 13.6096296329907 | 11.476496634964251 | 13.667726770759414 |
| 217 | pickup_zone | 160 | East New York/Pennsylvania Avenue | 1949 | 1.862566759810619 | 0.1951751680266269 | 0.48168999447442495 | 0.6473063196322298 | 0.9184717189274485 | 2.8066618006937896 | 0.5894673442254763 | 3.1356661753957615 |
| 218 | pickup_zone | 161 | Norwood | 1938 | 0.3010764780841839 | 0.19582542828367924 | 0.5050322893980393 | 0.5413967341497418 | -0.688768620165783 | 1.2909215763341508 | -0.7637236713062048 | 1.3658766274745726 |
| 219 | pickup_zone | 162 | Madison | 1859 | -0.7961708230323552 | 0.20007497800063528 | 0.5938826673279909 | 0.6263590611953821 | -1.9601594620377996 | 0.36781781597308916 | -2.028071903817965 | 0.4357302577532549 |
| 220 | pickup_zone | 163 | Bensonhurst East | 1822 | -4.163196200493189 | 0.20231384805069064 | 0.6042146034242412 | 0.6360450848397023 | -5.347435062137853 | -2.978957338848525 | -5.414147413599358 | -2.9122449873870204 |
| 221 | pickup_zone | 164 | Hillcrest/Pomonok | 1821 | 5.746277713163423 | 0.2017804563647899 | 0.39890000097834366 | 0.4703012572213104 | 4.964448077812877 | 6.528107348513968 | 4.821305659657773 | 6.671249766669073 |
| 222 | pickup_zone | 165 | Westchester Village/Unionport | 1798 | 0.2806648821361648 | 0.2035278176783037 | 0.5084037928431467 | 0.5424982437407708 | -0.7157882414399653 | 1.2771180057122948 | -0.7863016777681786 | 1.3476314420405082 |
| 223 | pickup_zone | 166 | Soundview/Bruckner | 1791 | 0.42999669658981077 | 0.20371836606444008 | 0.4603710996281209 | 0.5112247779474647 | -0.4723140782044073 | 1.3323074713840288 | -0.5754623052740044 | 1.435455698453626 |
| 224 | pickup_zone | 167 | Coney Island | 1725 | 4.11163523064269 | 0.2076783156165442 | 0.6613190459130271 | 0.8182381945188489 | 2.8154737183627665 | 5.407796742922614 | 2.5023529856566773 | 5.720917475628704 |
| 225 | pickup_zone | 168 | Woodhaven | 1723 | 6.554782315275588 | 0.20746426799255416 | 0.5056119248826332 | 0.6523744097320701 | 5.563801152351656 | 7.54576347819952 | 5.27171515745072 | 7.837849473100456 |
| 226 | pickup_zone | 169 | Van Cortlandt Village | 1716 | 4.531739967602363 | 0.20790580502389366 | 0.568232559988104 | 0.6856412889185384 | 3.4180246151826834 | 5.645455320022042 | 3.183244676039055 | 5.88023525916567 |
| 227 | pickup_zone | 170 | Brooklyn Navy Yard | 1715 | -5.55415637061742 | 0.20778699959077485 | 0.3158811251504059 | 0.4188489774124025 | -6.173271999308206 | -4.935040741926635 | -6.377933880877362 | -4.730378860357479 |
| 228 | pickup_zone | 171 | Bronxdale | 1663 | 8.178111300143513 | 0.2113104560853482 | 0.66391317905486 | 0.8095979075027211 | 6.876865380334495 | 9.479357219952531 | 6.585822469275517 | 9.77040013101151 |
| 229 | pickup_zone | 172 | Bedford Park | 1614 | -0.5965603080320818 | 0.2144166581464949 | 0.5273701473327281 | 0.5710626594569185 | -1.6301868033258111 | 0.4370661872616475 | -1.719706361094193 | 0.5265857450300293 |
| 230 | pickup_zone | 173 | Jamaica Estates | 1584 | 6.745583227398072 | 0.21639286384568784 | 0.47514774060433645 | 0.5649914712223058 | 5.814310768477992 | 7.676855686318151 | 5.634377774881594 | 7.856788679914549 |
| 231 | pickup_zone | 174 | Howard Beach | 1562 | 2.9560447385194237 | 0.2179166176744804 | 0.5801849480873463 | 0.6259908170018254 | 1.818903135895984 | 4.0931863411428635 | 1.7248679075262088 | 4.187221569512639 |