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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 308 | pickup_zone | 251 | New Dorp/Midland Beach | 32 | -0.99940091850101 | 1.5209933238426472 | 6.358101634032941 | 6.160085003321105 | -13.461051131250843 | 11.462249294248823 | -13.114840517698182 | 11.116038680696162 |
| 309 | pickup_zone | 252 | Eltingville/Annadale/Prince's Bay | 29 | 33.197758493355764 | 1.597602193273807 | 10.228607536556689 | 10.434145863665545 | 13.150056109709688 | 53.24546087700184 | 12.676245573923833 | 53.71927141278769 |
| 310 | pickup_zone | 253 | Broad Channel | 28 | 2.6373005086699237 | 1.6254451612064886 | 5.166103192147548 | 5.876897735002389 | -7.488075688356677 | 12.762676705696524 | -8.92117628194144 | 14.195777299281287 |
| 311 | pickup_zone | 254 | Freshkills Park | 23 | 19.30060792268972 | 1.7936701954095156 | 8.006694672947159 | 7.650139886492759 | 3.607774728504584 | 34.99344111687486 | 4.254580526924451 | 34.34663531845499 |
| 312 | pickup_zone | 255 | Oakwood | 22 | -5.294589818514567 | 1.8344802027326723 | 5.740727087361563 | 5.4821131917428385 | -16.546208154816753 | 5.957028517787622 | -16.076618185771537 | 5.487438548742402 |
| 313 | pickup_zone | 256 | Rikers Island | 12 | 12.078768878400695 | 2.997060733813094 | 6.1486494860784395 | 5.545113658182704 | 0.02763733212624153 | 24.12990042467515 | 1.1728333985857127 | 22.984704358215676 |
| 314 | pickup_zone | 257 | Rossville/Woodrow | 7 | 0.660899109413549 | 3.250458003204994 | 13.659907306895063 | 11.722492088194214 | -26.112027244256296 | 27.433825463083394 | -22.394488075992882 | 23.71628629481998 |
| 316 | vendor | 1 | 1 | 26077146 | 0.005490416492552441 | 0.002143751381732151 | 0.0021245700372001506 | 0.004634804442478183 | 0.0013263357370072231 | 0.009654497248097658 | -0.0036251546800306293 | 0.014605987665135512 |
| 319 | dropoff_zone | 1 | Midtown Center | 2954190 | 1.9113987375848893 | 0.007107090087335274 | 0.006285439440381166 | 0.05484531778094508 | 1.8990795026547347 | 1.923717972515044 | 1.8035308860023909 | 2.0192665891673878 |
| 320 | dropoff_zone | 2 | Upper East Side South | 2953255 | -0.06870763745659758 | 0.00700586892520405 | 0.00571302241057303 | 0.030134246916624113 | -0.07990495562419092 | -0.05751031928900424 | -0.12797461967986581 | -0.009440655233329355 |
| 321 | dropoff_zone | 3 | Murray Hill | 2387201 | 0.5422564105909942 | 0.0075612290518245395 | 0.006610458313047189 | 0.043031133347918166 | 0.5293001503761182 | 0.5552126708058701 | 0.45762428348874973 | 0.6268885376932386 |
| 322 | dropoff_zone | 4 | Times Sq/Theatre District | 2342881 | 2.9614820577771894 | 0.007597664496305724 | 0.007480422896838872 | 0.06343354266147941 | 2.9468206983102565 | 2.9761434172441223 | 2.836723186062933 | 3.0862409294914457 |
| 323 | dropoff_zone | 5 | Midtown East | 2312895 | 1.4881501497032588 | 0.007542872000862298 | 0.006434136121184432 | 0.04999692830153825 | 1.475539474634109 | 1.5007608247724085 | 1.38981794086911 | 1.5864823585374075 |
| 324 | dropoff_zone | 6 | Clinton East | 2107224 | 2.022387518672687 | 0.007829376943087909 | 0.007445451194568086 | 0.05119646558962036 | 2.007794702482683 | 2.036980334862691 | 1.9216961018807086 | 2.1230789354646658 |
| 325 | dropoff_zone | 7 | Lincoln Square East | 2055986 | 0.49579792587438476 | 0.007806414945498109 | 0.006600180182724085 | 0.025842531956127523 | 0.48286181042477055 | 0.5087340413239989 | 0.4449717384376876 | 0.546624113311082 |
| 326 | dropoff_zone | 8 | Union Sq | 1978806 | 0.3142853037180515 | 0.008001751062818491 | 0.007138698539233125 | 0.04077785232426609 | 0.3002937116846659 | 0.32827689575143715 | 0.23408485087474273 | 0.3944857565613603 |
| 327 | dropoff_zone | 9 | Penn Station/Madison Sq West | 1974649 | 2.1003073232550236 | 0.007985186114044645 | 0.007325571312445761 | 0.05306869476863159 | 2.0859494673164503 | 2.114665179193597 | 1.9959336716364255 | 2.2046809748736216 |
| 328 | dropoff_zone | 10 | Upper West Side South | 1914987 | 0.39177084749607616 | 0.008003908007245193 | 0.006791632289163179 | 0.022326734031168305 | 0.378459492813077 | 0.4050822021790753 | 0.3478594083753294 | 0.4356822866168229 |
| 329 | dropoff_zone | 11 | Lenox Hill West | 1854089 | 0.23974095292035713 | 0.00801413716881907 | 0.0064904564316021355 | 0.027170076422547918 | 0.22701989207119058 | 0.25246201376952365 | 0.18630379748735904 | 0.2931781083533552 |
| 330 | dropoff_zone | 12 | Midtown North | 1817888 | 1.9408474636044133 | 0.008122343979637332 | 0.007519557854253044 | 0.0502337743750693 | 1.926109401030412 | 1.9555855261784145 | 1.8420494342017781 | 2.0396454930070487 |
| 331 | dropoff_zone | 13 | East Chelsea | 1745632 | 1.168520684536702 | 0.008326502814341444 | 0.007769832110837613 | 0.041763509107635405 | 1.1532920934335373 | 1.1837492756398666 | 1.0863816764270273 | 1.2506596926463767 |
| 332 | dropoff_zone | 14 | East Village | 1650356 | 1.3431042238154163 | 0.008522601767827657 | 0.007545257336835526 | 0.04847806255217166 | 1.328315791181132 | 1.3578926564497005 | 1.2477592669811701 | 1.4384491806496624 |
| 333 | dropoff_zone | 15 | Midtown South | 1612726 | 1.7116883418023718 | 0.00848442337764695 | 0.007741005041817221 | 0.04640537626481056 | 1.6965162507162672 | 1.7268604328884765 | 1.620419871820023 | 1.8029568117847208 |
| 334 | dropoff_zone | 16 | Upper West Side North | 1596255 | 0.684778531339802 | 0.008491451036788918 | 0.0073238967383182875 | 0.018725236939719128 | 0.6704239575062079 | 0.6991331051733962 | 0.6479503906564328 | 0.7216066720231713 |
| 335 | dropoff_zone | 17 | Gramercy | 1565990 | 0.1078498100112597 | 0.00859890628047982 | 0.007391519443712104 | 0.03909284571558595 | 0.09336269811055645 | 0.12233692191196296 | 0.030963369195496984 | 0.18473625082702244 |