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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 511 | dropoff_zone | 193 | Bay Terrace/Fort Totten | 7874 | 9.378821328711638 | 0.09745753958837411 | 0.18319739467930243 | 0.23085036209402945 | 9.019761033078636 | 9.73788162434464 | 8.924792915646698 | 9.832849741776577 |
| 512 | dropoff_zone | 194 | East New York/Pennsylvania Avenue | 7151 | 17.461219723599726 | 0.1020284562597552 | 0.21458226374322364 | 0.2464988608469531 | 17.040646214941933 | 17.881793232257518 | 16.97641439084018 | 17.94602505635927 |
| 513 | dropoff_zone | 195 | Douglaston | 7042 | 12.22276984312741 | 0.10289611336114647 | 0.18402777280635127 | 0.23565180733568483 | 11.862082036271842 | 12.583457649982977 | 11.759298115598016 | 12.686241570656803 |
| 514 | dropoff_zone | 196 | Far Rockaway | 6900 | 17.999263622600182 | 0.1053121262603656 | 0.3018117338188788 | 0.4443281297175447 | 17.40772349420359 | 18.590803750996773 | 17.125374607283852 | 18.87315263791651 |
| 515 | dropoff_zone | 197 | Belmont | 6881 | 20.11391006193793 | 0.10392799460361941 | 0.17569741982440398 | 0.23854506735834144 | 19.769549446905483 | 20.458270676970375 | 19.64474797185179 | 20.58307215202407 |
| 516 | dropoff_zone | 198 | Bronxdale | 6604 | 20.56072351456544 | 0.10609274170545292 | 0.1919303134677632 | 0.2543730283201505 | 20.18454701262714 | 20.93690001650374 | 20.060431544792923 | 21.061015484337954 |
| 517 | dropoff_zone | 199 | Oakland Gardens | 6585 | 11.75863885504215 | 0.10633194991420296 | 0.1919968516854137 | 0.24516718868479154 | 11.38233194059366 | 12.13494576949064 | 11.276452608486434 | 12.240825101597867 |
| 518 | dropoff_zone | 200 | Auburndale | 6583 | 10.54394445691284 | 0.10628374180389755 | 0.17623190400275643 | 0.2098653714724737 | 10.198536272140517 | 10.889352641685162 | 10.131188588987799 | 10.95670032483788 |
| 519 | dropoff_zone | 201 | Ozone Park | 6422 | 7.446048524603128 | 0.10771548857611088 | 0.23467677567054435 | 0.3113538005173285 | 6.986090496280876 | 7.906006552925381 | 6.833688766237056 | 8.0584082829692 |
| 520 | dropoff_zone | 202 | Queensboro Hill | 6303 | 8.397547821745391 | 0.10856120440076149 | 0.19119315108778176 | 0.21258462036135584 | 8.022816131522614 | 8.772279511968168 | 7.979443830271621 | 8.815651813219162 |
| 521 | dropoff_zone | 203 | Bellerose | 5906 | 8.831875941858726 | 0.11259112531343628 | 0.21145548349724896 | 0.2470277183245603 | 8.417430809870615 | 9.246321073846838 | 8.346030470720722 | 9.31772141299673 |
| 522 | dropoff_zone | 204 | Ocean Parkway South | 5760 | 22.114277982170194 | 0.11362094148576247 | 0.1801579407976019 | 0.23078179377501823 | 21.761174906677994 | 22.467381057662394 | 21.660384426875392 | 22.568171537464995 |
| 523 | dropoff_zone | 205 | Allerton/Pelham Gardens | 5751 | 19.258481369162567 | 0.11369522274231363 | 0.21155940883898608 | 0.2730649795359623 | 18.84383254724757 | 19.673130191077565 | 18.72142672390356 | 19.795536014421575 |
| 524 | dropoff_zone | 206 | Fordham South | 5663 | 19.97406007804807 | 0.11447568137767776 | 0.17472835482740048 | 0.21769155541476676 | 19.631598795508427 | 20.31652136058771 | 19.545911945439354 | 20.402208210656784 |
| 525 | dropoff_zone | 207 | Bath Beach | 5656 | 21.208733360624137 | 0.11464902038535812 | 0.17993723860623398 | 0.23215548324021296 | 20.856062853478328 | 21.561403867769947 | 20.752138080964386 | 21.66532864028389 |
| 526 | dropoff_zone | 208 | Crotona Park East | 5577 | 16.954206179805922 | 0.11539966816163864 | 0.18845972259476435 | 0.23687380496884652 | 16.584831910983773 | 17.32358044862807 | 16.488331070098045 | 17.4200812895138 |
| 527 | dropoff_zone | 209 | Glen Oaks | 5338 | 13.392402808271612 | 0.11817063341262946 | 0.2554347377128644 | 0.3283937258262755 | 12.891759921953962 | 13.893045694589262 | 12.746529521156491 | 14.038276095386733 |
| 528 | dropoff_zone | 210 | Newark Airport | 4745 | 26.606072831692643 | 0.12899878868943868 | 0.3123663511427682 | 0.5387460596864941 | 25.993846033470625 | 27.21829962991466 | 25.546485936070553 | 27.665659727314733 |
| 529 | dropoff_zone | 211 | Starrett City | 5128 | 11.549307530472348 | 0.1205039232204829 | 0.2981784967164642 | 0.44285275840814897 | 10.964888415943783 | 12.133726645000912 | 10.678320223813568 | 12.420294837131127 |
| 530 | dropoff_zone | 212 | Eastchester | 5058 | 19.612923049190798 | 0.12145584032678174 | 0.24101580530150765 | 0.2843430591247258 | 19.140540751094925 | 20.08530534728667 | 19.053687071697098 | 20.172159026684497 |
| 531 | dropoff_zone | 213 | Manhattan Beach | 5004 | 20.13300902444334 | 0.12188450255274395 | 0.2465818409105564 | 0.276465107128515 | 19.649717497017065 | 20.616300551869614 | 19.589267127230027 | 20.67675092165665 |
| 532 | dropoff_zone | 214 | Hammels/Arverne | 4860 | 27.113881111283874 | 0.12388734263867657 | 0.35686096974281 | 0.434326168002877 | 26.414446463099928 | 27.81331575946782 | 26.259663604227935 | 27.968098618339813 |
| 533 | dropoff_zone | 215 | Gravesend | 4790 | 21.163603370977768 | 0.12454488117343242 | 0.23025028323672916 | 0.2619751356944886 | 20.712321108403632 | 21.614885633551904 | 20.64835984247339 | 21.678846899482146 |
| 534 | dropoff_zone | 216 | East Flushing | 4669 | 12.350596331977044 | 0.12605991443125417 | 0.21557946917957208 | 0.22568261398225864 | 11.928068336578821 | 12.773124327375267 | 11.906731665041951 | 12.794460998912138 |
| 535 | dropoff_zone | 217 | Inwood Hill Park | 4654 | 12.053535779245266 | 0.12629943298276822 | 0.15431241672967191 | 0.18648247524968375 | 11.751089000087772 | 12.35598255840276 | 11.686768573276801 | 12.42030298521373 |