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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| -1 | intercept | 0 | Intercept | 74941355 | 8.475317589060523 | 0.009908897570801142 | 0.009324687741673242 | 0.3298302230352015 | 8.457041536919762 | 8.493593641201285 | 7.826619049508176 | 9.12401612861287 |
| 0 | numeric | 0 | Precipitation | 74941355 | 0.40023633522022806 | 0.0038562694493412025 | 0.004027337611217126 | 0.19120925765948446 | 0.3923428985486589 | 0.4081297718917972 | 0.02417265903201532 | 0.7763000114084408 |
| 1 | numeric | 1 | Snow | 74941355 | -0.3159297539785726 | 0.00464739985505244 | 0.004312684839323081 | 0.13122250988388345 | -0.32438246094031775 | -0.30747704701682743 | -0.5740135940061242 | -0.057845913951020955 |
| 2 | numeric | 2 | Snow depth | 74941355 | -0.03495623975252471 | 0.003946693861814138 | 0.003735367623083927 | 0.11193134894551056 | -0.042277425762786196 | -0.027635053742263223 | -0.25509889958187426 | 0.18518642007682481 |
| 3 | numeric | 3 | TAVG | 74941355 | -0.0032298510163859817 | 0.00010027373934839972 | 0.00010119554608995931 | 0.0053007284415991065 | -0.003428190642118165 | -0.0030315113906537986 | -0.01365513820500709 | 0.007195436172235127 |
| 4 | numeric | 4 | WT01 | 74941355 | 0.04450637967267568 | 0.0025544008040835437 | 0.002583384207507365 | 0.11164201292745128 | 0.039443039667731696 | 0.04956971967761966 | -0.17506722420228693 | 0.2640799835476383 |
| 5 | numeric | 5 | WT02 | 74941355 | -0.13210663888736995 | 0.007290534949301772 | 0.007171230904027771 | 0.23785089435030957 | -0.146161993184085 | -0.1180512845906549 | -0.5999034537953787 | 0.33569017602063883 |
| 6 | numeric | 6 | WT03 | 74941355 | -0.291751423333821 | 0.004067852984263653 | 0.004073763396553367 | 0.1434794981857178 | -0.2997358528726031 | -0.28376699379503884 | -0.5739418789939297 | -0.00956096767371234 |
| 7 | numeric | 7 | WT06 | 74941355 | -0.5431509837738631 | 0.008014391039305294 | 0.007683270741395793 | 0.36570688406256463 | -0.5582099177104691 | -0.528092049837257 | -1.2624104846544304 | 0.17610851710670417 |
| 8 | numeric | 8 | WT08 | 74941355 | -0.009543046913446318 | 0.00295968261877871 | 0.0029679444692162623 | 0.1215855712073683 | -0.01536011118122504 | -0.0037259826456675967 | -0.24867329321728482 | 0.22958719939039218 |
| 9 | numeric | 9 | number_of_event | 74941355 | 0.0003457036516508749 | 0.00001402323122573237 | 0.000013880133200004613 | 0.0006671218972996316 | 0.00031849909047824716 | 0.00037290821282350266 | -0.00096636834860204 | 0.0016577756519037899 |
| 10 | numeric | 10 | number_of_collision | 74941355 | 0.0311159962643206 | 0.00006600666517134832 | 0.00006799995470252358 | 0.0032380712542401167 | 0.030982718802153298 | 0.031249273726487902 | 0.02474747104470233 | 0.037484521483938875 |
| 12 | weekday | 1 | Sunday | 9201514 | -2.164700083968796 | 0.004195496810693146 | 0.004157330267487942 | 0.1772482819736737 | -2.172848301564911 | -2.1565518663726815 | -2.5133058017723258 | -1.8160943661652664 |
| 13 | weekday | 2 | Monday | 9838987 | -1.5424332039815454 | 0.0038705191036063056 | 0.003997190709205206 | 0.18523671868865285 | -1.5502675538109256 | -1.5345988541521651 | -1.9067502995436871 | -1.1781161084194036 |
| 14 | weekday | 3 | Tuesday | 10988661 | -0.8214638130755318 | 0.0036688482957907107 | 0.003815592895663458 | 0.1612197973467389 | -0.8289422377306991 | -0.8139853884203646 | -1.1385452682658683 | -0.5043823578851955 |
| 15 | weekday | 4 | Wednesday | 11216762 | -0.31920596028967907 | 0.0036293954987536483 | 0.003857133060253555 | 0.1592172341182331 | -0.3267658021713548 | -0.3116461184080033 | -0.6323488442061685 | -0.006063076373189591 |
| 17 | weekday | 6 | Friday | 11428422 | -0.4489418597633197 | 0.0036690511898900668 | 0.00391679257567777 | 0.16935919675540426 | -0.456618632146562 | -0.44126508738007736 | -0.7820316008549482 | -0.1158521186716912 |
| 18 | weekday | 7 | Saturday | 10698694 | -1.20399027331041 | 0.003926214258239057 | 0.003970273661307343 | 0.17374610494524703 | -1.2117718666953403 | -1.1962086799254796 | -1.5457080319005971 | -0.8622725147202228 |
| 19 | hour | 0 | 00:00 | 2225134 | -3.686278917151583 | 0.007021807351938927 | 0.006432120276614765 | 0.14649132932120892 | -3.6988856412379776 | -3.673672193065188 | -3.9743929368835107 | -3.398164897419655 |
| 20 | hour | 1 | 01:00 | 1535656 | -4.102998275136841 | 0.00806398782986393 | 0.007151802134913866 | 0.16948379982434753 | -4.117015549745829 | -4.088981000527853 | -4.436333081183716 | -3.7696634690899655 |
| 21 | hour | 2 | 02:00 | 1057108 | -4.305632214442156 | 0.009361783195976086 | 0.007588080308062458 | 0.12693374969566906 | -4.320504578557756 | -4.290759850326555 | -4.555281071025853 | -4.055983357858459 |
| 22 | hour | 3 | 03:00 | 730959 | -4.545648597043957 | 0.01091583355690914 | 0.00877313904084185 | 0.1249382159302443 | -4.56284363359537 | -4.528453560492545 | -4.791372707655784 | -4.299924486432131 |
| 23 | hour | 4 | 04:00 | 559569 | -5.655772962753133 | 0.012229686787411096 | 0.010533817861294417 | 0.13489337583015373 | -5.676418866380975 | -5.635127059125291 | -5.921076533454013 | -5.390469392052253 |
| 24 | hour | 5 | 05:00 | 659561 | -6.780414498428236 | 0.011338854905159835 | 0.009838831138085273 | 0.10181998906024353 | -6.799698253108854 | -6.761130743747618 | -6.980670489503883 | -6.580158507352589 |
| 25 | hour | 6 | 06:00 | 1530278 | -4.905102116434229 | 0.008030108261170902 | 0.007176436438414203 | 0.09024629567949209 | -4.919167673390861 | -4.891036559477596 | -5.082595372414739 | -4.727608860453719 |