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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 283 | pickup_zone | 226 | Heartland Village/Todt Hill | 326 | 29.50117707831464 | 0.4781956705117748 | 2.633521448955296 | 2.8638200220796 | 24.339569885848523 | 34.66278427078076 | 23.86871608438827 | 35.13363807224101 |
| 284 | pickup_zone | 227 | East Flushing | 310 | 1.1056563815131426 | 0.48864326951199566 | 0.940749486870378 | 0.9863563466327185 | -0.7381787312273347 | 2.94949149425362 | -0.8342747613965376 | 3.0455875244228228 |
| 285 | pickup_zone | 228 | Arden Heights | 288 | 47.375368780561985 | 0.5070765335711863 | 2.0628985837500213 | 2.135583078804731 | 43.33216185265326 | 51.41857570847071 | 43.175178720461034 | 51.575558840662936 |
| 286 | pickup_zone | 229 | Marine Park/Floyd Bennett Field | 287 | -8.365707550977532 | 0.5087294749170392 | 0.9780121188425086 | 1.01143485472049 | -10.282576080352557 | -6.448839021602509 | -10.354962225918275 | -6.37645287603679 |
| 287 | pickup_zone | 230 | Van Cortlandt Park | 252 | 1.1331353864744926 | 0.5422873048035717 | 1.3748790251340477 | 1.5163345019505912 | -1.5615779858877805 | 3.827848758836766 | -1.8491382445966162 | 4.115409017545602 |
| 288 | pickup_zone | 231 | Forest Park/Highland Park | 202 | -0.922784172565315 | 0.6058921413620144 | 1.3260500107354676 | 1.5675513624507613 | -3.5217944353057833 | 1.6762260901751533 | -4.005789332424708 | 2.1602209872940783 |
| 289 | pickup_zone | 232 | Rockaway Park | 182 | 9.66192027289972 | 0.6379874470811755 | 2.201554203191112 | 2.1460483227871 | 5.346953324632365 | 13.976887221167077 | 5.441147537187814 | 13.882693008611628 |
| 290 | pickup_zone | 233 | Arrochar/Fort Wadsworth | 175 | -15.958467277525472 | 0.65960222530799 | 1.6938100632614572 | 1.647528995522269 | -19.27827399816944 | -12.638660556881504 | -19.198769647121775 | -12.718164907929166 |
| 291 | pickup_zone | 234 | Willets Point | 171 | 0.5619151288168496 | 0.6579372224997873 | 1.5037294399342704 | 1.572400704924064 | -2.385340415946907 | 3.509170673580606 | -2.5306275481059357 | 3.654457805739635 |
| 292 | pickup_zone | 235 | Country Club | 164 | 5.599931220526329 | 0.6725555430886125 | 2.00677831393181 | 2.003794644340752 | 1.6667180002639674 | 9.533144440788691 | 1.6589380411113197 | 9.54092439994134 |
| 293 | pickup_zone | 236 | Saint George/New Brighton | 159 | 16.10124067696148 | 0.6827490485053956 | 2.690688179440008 | 3.154543712490302 | 10.82758875163142 | 21.374892602291542 | 9.896994503231976 | 22.305486850690986 |
| 294 | pickup_zone | 237 | City Island | 157 | 10.632902470590892 | 0.6865445367832783 | 1.723174853718018 | 1.8167868780593148 | 7.2555418182385 | 14.010263122943284 | 7.059709621161918 | 14.206095320019866 |
| 295 | pickup_zone | 238 | Green-Wood Cemetery | 131 | -11.757525255046488 | 0.7523463580838308 | 1.3622873092838916 | 1.429656089163271 | -14.427559317838893 | -9.087491192254083 | -14.569322817343727 | -8.94572769274925 |
| 296 | pickup_zone | 239 | Mariners Harbor | 103 | -0.7408983022644406 | 0.8538557189566848 | 2.903038526284226 | 4.755323256687699 | -6.4307492595137585 | 4.948952654984877 | -10.093501660821415 | 8.611705056292534 |
| 297 | pickup_zone | 240 | Pelham Bay Park | 101 | 2.7983433479865596 | 0.8561651160511995 | 2.411616844233298 | 2.4286736002082736 | -1.9283388112208462 | 7.525025507193965 | -1.9782868922819414 | 7.574973588255061 |
| 298 | pickup_zone | 241 | Crotona Park | 99 | 7.1750882449642575 | 0.8646528870799097 | 2.1286669075918776 | 1.989353321945213 | 3.002977771001926 | 11.347198718926588 | 3.2624977530318646 | 11.08767873689665 |
| 299 | pickup_zone | 242 | Grymes Hill/Clifton | 97 | 13.203158656522703 | 0.8738895872722942 | 2.8589490312604906 | 2.9298096579528097 | 7.599721521616464 | 18.80659579142894 | 7.44091155620919 | 18.965405756836216 |
| 300 | pickup_zone | 243 | South Beach/Dongan Hills | 81 | 11.487281030181919 | 0.9560962213777926 | 3.859677537303783 | 4.198749219009698 | 3.9224520651282537 | 19.052109995235583 | 3.2293280104325532 | 19.745234049931284 |
| 301 | pickup_zone | 244 | Stapleton | 78 | 1.1049135159357775 | 0.97616703150941 | 3.5379809729224654 | 4.572370956813789 | -5.829401768980235 | 8.03922880085179 | -7.887865662035775 | 10.09769269390733 |
| 302 | pickup_zone | 245 | Jamaica Bay | 76 | 3.499408990674141 | 1.0039223905190522 | 1.5042734643377782 | 1.7466230325972694 | 0.5510871776727981 | 6.4477308036754835 | 0.06421193696625149 | 6.93460604438203 |
| 303 | pickup_zone | 246 | Westerleigh | 76 | 6.384052924758635 | 0.9892707879340745 | 4.091370473469073 | 4.705284362918222 | -1.6348858506513384 | 14.402991700168608 | -2.870135688750521 | 15.63824153826779 |
| 304 | pickup_zone | 247 | Breezy Point/Fort Tilden/Riis Beach | 61 | -4.732533721724138 | 1.103488849236672 | 3.2501381029045473 | 3.3952828802466586 | -11.102687348198387 | 1.6376199047501103 | -11.410257265415368 | 1.94518982196709 |
| 305 | pickup_zone | 248 | West Brighton | 59 | 9.321298843907414 | 1.1207832593229676 | 4.887321791501259 | 4.883778327281915 | -0.25767584829282875 | 18.900273536107655 | -0.2839454519346436 | 18.92654313974947 |
| 306 | pickup_zone | 249 | Great Kills | 42 | 3.0739834075022827 | 1.332212023479754 | 7.481089166541113 | 7.412769927294352 | -11.58868192405107 | 17.736648739055635 | -11.505193059780389 | 17.653159874784954 |
| 307 | pickup_zone | 250 | Port Richmond | 31 | 12.992490252994173 | 1.5444463495968566 | 5.2215473293432515 | 5.164936984961126 | 2.7584455439100957 | 23.22653496207825 | 2.8342729489765226 | 23.150707557011824 |