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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26 | hour | 7 | 07:00 | 2714956 | -2.2689828130396634 | 0.006559357325755662 | 0.00650430355677484 | 0.09760514184301426 | -2.281731013755458 | -2.256234612323869 | -2.4609491901160467 | -2.07701643596328 |
| 27 | hour | 8 | 08:00 | 3419619 | -0.4724921968061153 | 0.0060976518985273315 | 0.006290257229939242 | 0.11028682676845024 | -0.48482087443028893 | -0.4601635191819417 | -0.6894004679711895 | -0.25558392564104115 |
| 28 | hour | 9 | 09:00 | 3498978 | -0.08392790780087012 | 0.006041689626454756 | 0.0061713813949555475 | 0.11666536710585201 | -0.09602359306984355 | -0.07183222253189668 | -0.3133812688709002 | 0.14552545326915994 |
| 29 | hour | 10 | 10:00 | 3538450 | -0.1171709142517372 | 0.006011314767966066 | 0.006021341989496639 | 0.10435035841868767 | -0.12897252768974937 | -0.10536930081372503 | -0.3224035472258906 | 0.08806171872241617 |
| 30 | hour | 11 | 11:00 | 3709877 | 0.23757462598275936 | 0.0059257430292506425 | 0.0059677900472258 | 0.09219205210158678 | 0.2258779724229002 | 0.24927127954261852 | 0.05625452436717607 | 0.4188947275983427 |
| 31 | hour | 12 | 12:00 | 3929624 | 0.30582905006968986 | 0.005828154520972008 | 0.005866519222076009 | 0.07509203608630216 | 0.2943308836798089 | 0.3173272164595708 | 0.15814066150137632 | 0.4535174386380034 |
| 32 | hour | 13 | 13:00 | 3961468 | 0.2819799892420747 | 0.005813922524946158 | 0.005866385239678126 | 0.0613942052256142 | 0.27048208545286817 | 0.2934778930312812 | 0.16123201502570794 | 0.4027279634584414 |
| 33 | hour | 14 | 14:00 | 4160971 | 0.9157517143488008 | 0.005735439160797747 | 0.006027623733874434 | 0.0609408516888963 | 0.903937788918048 | 0.9275656397795535 | 0.7958953800023753 | 1.0356080486952264 |
| 34 | hour | 15 | 15:00 | 4169516 | 1.44496754682541 | 0.005731006681194173 | 0.006303132472888739 | 0.0624391789992656 | 1.4326136341887632 | 1.4573214594620567 | 1.3221643547621154 | 1.5677707388887046 |
| 35 | hour | 16 | 16:00 | 3908836 | 1.4849973354883304 | 0.005831828616185832 | 0.00662770977162049 | 0.05610936299200871 | 1.47200726303597 | 1.4979874079406907 | 1.3746434040226747 | 1.595351266953986 |
| 36 | hour | 17 | 17:00 | 4441972 | 1.2380765743992441 | 0.005628917679307058 | 0.0060858167739337955 | 0.0385339067002353 | 1.2261485927058242 | 1.250004556092664 | 1.162289435277608 | 1.3138637135208802 |
| 38 | hour | 19 | 19:00 | 4666786 | -1.2798170798694244 | 0.0055567561359424564 | 0.005226942519221239 | 0.04116559961780025 | -1.2900616989563591 | -1.2695724607824896 | -1.3607801405196112 | -1.1988540192192376 |
| 39 | hour | 20 | 20:00 | 4275211 | -1.9731201351900225 | 0.005690963308062056 | 0.005239149982170602 | 0.05402044344515249 | -1.9833886804646805 | -1.9628515899153645 | -2.0793656527971236 | -1.8668746175829214 |
| 40 | hour | 21 | 21:00 | 4243031 | -2.133710609260177 | 0.00570945848139291 | 0.005320475960925138 | 0.06036199171290272 | -2.1441385505242017 | -2.1232826679961527 | -2.25242846206426 | -2.0149927564560945 |
| 41 | hour | 22 | 22:00 | 3955952 | -2.309915719810732 | 0.005830305821211009 | 0.005399338350402248 | 0.07433012248702014 | -2.3204982285178666 | -2.2993332111035976 | -2.4561056033767716 | -2.1637258362446925 |
| 42 | hour | 23 | 23:00 | 3125283 | -3.0105407407633606 | 0.006261151038960289 | 0.005813514134758754 | 0.09453715179219167 | -3.0219350190911025 | -2.9991464624356188 | -3.196473102378652 | -2.8246083791480694 |
| 45 | ratecode | 2 | 2 | 1970792 | 25.423604258156594 | 0.009976233840081805 | 0.023463222761972748 | 0.20378285168740928 | 25.377617186581887 | 25.4695913297313 | 25.022811277274045 | 25.824397239039143 |
| 46 | ratecode | 3 | 3 | 22 | -3.896763972666861 | 1.8331962295758615 | 3.7771720053882394 | 3.6302354041322165 | -11.29988506664074 | 3.506357121307019 | -11.03658391767069 | 3.243055972336969 |
| 47 | ratecode | 4 | 4 | 6162 | 2.5709154944760435 | 0.1140290446000696 | 0.25515720454374113 | 0.279190075192296 | 2.070816563174391 | 3.071014425777696 | 2.021814225440964 | 3.120016763511123 |
| 48 | ratecode | 5 | 5 | 87741 | 10.972224875784422 | 0.029831812447858673 | 0.07178933620581163 | 0.5535022544692302 | 10.831520362346993 | 11.11292938922185 | 9.883616012688208 | 12.060833738880635 |
| 49 | ratecode | 6 | 6 | 142 | -12.82821065067899 | 0.7215768075005988 | 1.2823429298493478 | 1.2505160178952794 | -15.341556609013285 | -10.314864692344695 | -15.287681790195842 | -10.368739511162138 |
| 52 | passenger_count | 2 | 2 | 11671591 | 0.42600118073196347 | 0.002787301885832769 | 0.0028373833646991916 | 0.007719567166131783 | 0.42044001152682 | 0.43156234993710696 | 0.41081860619236016 | 0.4411837552715668 |
| 53 | passenger_count | 3 | 3 | 3268772 | 0.4524716260445665 | 0.004908858229990842 | 0.004958040852555911 | 0.009903834374627668 | 0.44275404453967865 | 0.4621892075494543 | 0.43299311120239076 | 0.4719501408867422 |
| 54 | passenger_count | 4 | 4 | 1558321 | 0.7226890616092465 | 0.006998735489309945 | 0.007140364891538921 | 0.018416598540541458 | 0.708694203585356 | 0.7366839196331371 | 0.6864679401279198 | 0.7589101830905732 |
| 55 | passenger_count | 5 | 5 | 3096310 | 0.04824004545887739 | 0.005090394295641418 | 0.005012326874669139 | 0.006508259450046431 | 0.03841606530578367 | 0.05806402561197111 | 0.035439828542969426 | 0.06104026237478535 |