SPB Git

spb/wp36_uqo

Public
12.8 KB · 513 lines json
1{2  "B_first_markdown_cloglog": {3    "n_rows": 1371918,4    "n_events": 15692,5    "n_listings": 79698,6    "llf": -83300.99886018006,7    "joint_age_bins": {8      "stat": 156.98859151308937,9      "df": 8,10      "p": 6.814358747575083e-3011    },12    "seconds": 8.0,13    "coef": {14      "const": {15        "b": -8.43578991705859,16        "se": 1.2535258716486906,17        "p": 1.7007211435883726e-1118      },19      "ldens": {20        "b": 0.019169807393807525,21        "se": 0.028518189557808563,22        "p": 0.501459051114560823      },24      "resid_A2": {25        "b": 0.743979241214974,26        "se": 0.22274367602254025,27        "p": 0.000837575851930109928      },29      "pricepos_entry": {30        "b": 0.3791231994510189,31        "se": 0.11315847475913283,32        "p": 0.000807025472099741533      },34      "nocomp_entry": {35        "b": 0.09690813349365453,36        "se": 0.05463065698211968,37        "p": 0.0760832932773280238      },39      "lprice": {40        "b": 0.0070077946411666765,41        "se": 0.09079487465080813,42        "p": 0.938478194618446843      },44      "lkm": {45        "b": 0.1164358866852279,46        "se": 0.03703949009263748,47        "p": 0.00166905776010588548      },49      "age_years_entry": {50        "b": -0.021808284527227193,51        "se": 0.013370051170193046,52        "p": 0.102863002774173253      },54      "own_stock": {55        "b": -0.0004091112566659977,56        "se": 0.004152875693625976,57        "p": 0.921525138288986758      },59      "powertrain_Diesel": {60        "b": 0.14510829928694846,61        "se": 0.10405861631408722,62        "p": 0.1631708488476015863      },64      "powertrain_HEV": {65        "b": 0.0006666017718876052,66        "se": 0.08642763490722662,67        "p": 0.993846111960540568      },69      "powertrain_ICE": {70        "b": 0.14585085382776744,71        "se": 0.06427294952210562,72        "p": 0.02325363491750836773      },74      "powertrain_PHEV": {75        "b": 0.12059288352310332,76        "se": 0.10503833904935932,77        "p": 0.250933703623934278      },79      "powertrain_unknown": {80        "b": 0.20807125123491182,81        "se": 0.09638180657290786,82        "p": 0.03086390911848692483      },84      "body_filled_Coupe": {85        "b": 0.06468052710934843,86        "se": 0.12470624933027483,87        "p": 0.603995713483074688      },89      "body_filled_Hatchback": {90        "b": 0.14007832103136011,91        "se": 0.14579536297738807,92        "p": 0.336659167291530193      },94      "body_filled_Pickup": {95        "b": 0.07592922704111345,96        "se": 0.12065810407336548,97        "p": 0.529157650602574898      },99      "body_filled_SUV": {100        "b": 0.08521624889336246,101        "se": 0.11368192829905074,102        "p": 0.45349419114258827103      },104      "body_filled_Sedan": {105        "b": 0.11412589484275901,106        "se": 0.11547495030556025,107        "p": 0.3229972595135935108      },109      "body_filled_Van": {110        "b": 0.02597548264177675,111        "se": 0.14669730157857444,112        "p": 0.8594545227255297113      },114      "body_filled_Wagon": {115        "b": -0.3343587518190147,116        "se": 0.2025536997475914,117        "p": 0.09879645937420385118      },119      "body_filled_unknown": {120        "b": 0.21719409365960812,121        "se": 0.1442897784116336,122        "p": 0.13225642220179346123      },124      "source_class_direct_dealer": {125        "b": 0.1480012900532778,126        "se": 0.5323055907739078,127        "p": 0.7809830325139095128      },129      "source_class_full_portal": {130        "b": 0.2569254719639289,131        "se": 0.5134934197331078,132        "p": 0.616829970288403133      }134    }135  },136  "C_exit_cloglog": {137    "n_rows": 1663763,138    "n_events": 43310,139    "n_listings": 79698,140    "llf": -185372.32403080724,141    "joint_age_bins": {142      "stat": 103.62440517358681,143      "df": 8,144      "p": 7.740529695712129e-19145    },146    "seconds": 28.5,147    "coef": {148      "const": {149        "b": 2.0874425794507188,150        "se": 1.6488042251399135,151        "p": 0.20550082929956603152      },153      "ldens": {154        "b": 0.03263557115954041,155        "se": 0.02987174627331568,156        "p": 0.27460326746328545157      },158      "resid_A2": {159        "b": 0.18037531058098882,160        "se": 0.22492737268678115,161        "p": 0.42259524491156253162      },163      "pricepos_25": {164        "b": -0.15920166253059295,165        "se": 0.1388031058464111,166        "p": 0.25139799748352676167      },168      "nocomp": {169        "b": -0.030632114053347374,170        "se": 0.09215847637214494,171        "p": 0.7395984088784727172      },173      "prior_cuts": {174        "b": 0.03264355148164682,175        "se": 0.03642173676797563,176        "p": 0.3701109017244434177      },178      "lprice": {179        "b": -0.3065456998284254,180        "se": 0.11057199904231711,181        "p": 0.0055650968936533825182      },183      "lkm": {184        "b": -0.5117463967736453,185        "se": 0.07034033627355975,186        "p": 3.456751633332205e-13187      },188      "age_years_entry": {189        "b": 0.033986428685770065,190        "se": 0.015445895209359597,191        "p": 0.02778182836565214192      },193      "own_stock": {194        "b": 0.008960726922930509,195        "se": 0.005944921162942353,196        "p": 0.13173605080290474197      },198      "powertrain_Diesel": {199        "b": -0.6010954257443423,200        "se": 0.13351645551963698,201        "p": 6.730667736054632e-06202      },203      "powertrain_HEV": {204        "b": -0.27322702779737607,205        "se": 0.14736719802161333,206        "p": 0.06373115832259577207      },208      "powertrain_ICE": {209        "b": -0.3287690052328341,210        "se": 0.1032737018260728,211        "p": 0.0014551986004762304212      },213      "powertrain_PHEV": {214        "b": 0.1634050248871824,215        "se": 0.2181003754877648,216        "p": 0.4537249990441632217      },218      "powertrain_unknown": {219        "b": -0.3513812320067537,220        "se": 0.16836892163812975,221        "p": 0.03689066196359661222      },223      "body_filled_Coupe": {224        "b": 0.01716914406808498,225        "se": 0.1667612404581968,226        "p": 0.9179975410077207227      },228      "body_filled_Hatchback": {229        "b": 0.3646414827102376,230        "se": 0.17376908029962312,231        "p": 0.03586756778772858232      },233      "body_filled_Pickup": {234        "b": 0.5301797252896043,235        "se": 0.1782600597950028,236        "p": 0.002937607632654878237      },238      "body_filled_SUV": {239        "b": 0.38318641237353296,240        "se": 0.1722968146416783,241        "p": 0.02614910941430591242      },243      "body_filled_Sedan": {244        "b": 0.4851112162810704,245        "se": 0.18460563623368642,246        "p": 0.008593283379545192247      },248      "body_filled_Van": {249        "b": 0.5422813880410301,250        "se": 0.20635632923377584,251        "p": 0.008591671668050511252      },253      "body_filled_Wagon": {254        "b": 0.579097712783076,255        "se": 0.2876114091514383,256        "p": 0.044064926999012655257      },258      "body_filled_unknown": {259        "b": 0.522121256467593,260        "se": 0.2772321146169153,261        "p": 0.059654830705625515262      },263      "source_class_direct_dealer": {264        "b": 0.18796637510846295,265        "se": 0.14463891794655642,266        "p": 0.19375318494648996267      },268      "source_class_full_portal": {269        "b": 0.5715515044475306,270        "se": 0.16324419762093614,271        "p": 0.0004631583199967854272      }273    }274  },275  "C_exit_cox": {276    "n": 79698,277    "events": 43310,278    "concordance": 0.6478215792516352,279    "ph_test_min_p": 7.478336351873358e-241,280    "ph_violations_p<0.01": 8,281    "cox_coef": {282      "age_years_entry": {283        "b": 0.03810746124772051,284        "p": 0.006430984657105934285      },286      "lkm": {287        "b": -0.4903169064281719,288        "p": 1.9514421012498978e-12289      },290      "lprice": {291        "b": -0.25548723759399533,292        "p": 0.006882845245261496293      },294      "resid_A2": {295        "b": 0.12922839460455265,296        "p": 0.535761032761266297      },298      "ldens_entry": {299        "b": 0.05010754652442811,300        "p": 0.08869780278930314301      },302      "pricepos_entry": {303        "b": -0.15556224664738152,304        "p": 0.21450397164760795305      },306      "nocomp_entry": {307        "b": -0.08716862335403648,308        "p": 0.30095985074621756309      },310      "pt_Diesel": {311        "b": -0.576430386828498,312        "p": 1.575882231533618e-06313      },314      "pt_HEV": {315        "b": -0.2226972907295121,316        "p": 0.09157042709128556317      },318      "pt_ICE": {319        "b": -0.2863183057638598,320        "p": 0.0025906307478565367321      },322      "pt_PHEV": {323        "b": 0.16386763122173717,324        "p": 0.427066042434166325      },326      "pt_unknown": {327        "b": -0.3355447187162446,328        "p": 0.03786475071542742329      },330      "body_Coupe": {331        "b": -0.045325686188065296,332        "p": 0.7534710110612284333      },334      "body_Hatchback": {335        "b": 0.3569575266310781,336        "p": 0.014829242932970855337      },338      "body_Pickup": {339        "b": 0.44765251205844464,340        "p": 0.0031801539096196923341      },342      "body_SUV": {343        "b": 0.3347525462612979,344        "p": 0.0225683804582287345      },346      "body_Sedan": {347        "b": 0.4341368915811371,348        "p": 0.006324789892987099349      },350      "body_Van": {351        "b": 0.4492308136084141,352        "p": 0.011897798753186944353      },354      "body_Wagon": {355        "b": 0.532203630968485,356        "p": 0.037401933590534606357      },358      "body_unknown": {359        "b": 0.4788674820170982,360        "p": 0.05677597529643778361      },362      "src_direct_dealer": {363        "b": 0.09942018333142456,364        "p": 0.3610419907381618365      },366      "src_full_portal": {367        "b": 0.417810594357014,368        "p": 0.0005797558348021345369      }370    },371    "aft_ll": -186762.85614057822372  },373  "B_cut_cox": {374    "n": 79698,375    "events": 15692,376    "concordance": 0.5750901279082191,377    "ph_test_min_p": 1.0583768735162911e-16,378    "ph_violations_p<0.01": 5,379    "cox_coef": {380      "age_years_entry": {381        "b": -0.010201371345370936,382        "p": 0.38678907775835913383      },384      "lkm": {385        "b": 0.10637544115167948,386        "p": 0.005823127952973128387      },388      "lprice": {389        "b": 0.09135408195838202,390        "p": 0.2446648844838937391      },392      "resid_A2": {393        "b": 0.7161610281355973,394        "p": 0.0005227908609053436395      },396      "ldens_entry": {397        "b": 0.11389099125926998,398        "p": 4.71054715607043e-06399      },400      "pricepos_entry": {401        "b": 0.35595703501201104,402        "p": 0.0021671823153595147403      },404      "nocomp_entry": {405        "b": 0.13207293755221175,406        "p": 0.0934371006254432407      },408      "pt_Diesel": {409        "b": 0.08059351704614129,410        "p": 0.4467266645073953411      },412      "pt_HEV": {413        "b": -0.06661843953257186,414        "p": 0.4262088935920135415      },416      "pt_ICE": {417        "b": 0.043744168682679545,418        "p": 0.528804771180895419      },420      "pt_PHEV": {421        "b": 0.06980326382507837,422        "p": 0.4789653311033205423      },424      "pt_unknown": {425        "b": 0.1335260266448888,426        "p": 0.20928983190921677427      },428      "body_Coupe": {429        "b": 0.07566207324597908,430        "p": 0.4820074454536012431      },432      "body_Hatchback": {433        "b": 0.1313204052707777,434        "p": 0.31066158375236097435      },436      "body_Pickup": {437        "b": -0.06642334678564903,438        "p": 0.5166201356598623439      },440      "body_SUV": {441        "b": 0.016679122177926338,442        "p": 0.8524200432529546443      },444      "body_Sedan": {445        "b": 0.0738062512116713,446        "p": 0.4096441312104263447      },448      "body_Van": {449        "b": 0.03166219938448619,450        "p": 0.7945483266714235451      },452      "body_Wagon": {453        "b": -0.3916091348190848,454        "p": 0.015991260840080557455      },456      "body_unknown": {457        "b": 0.2887408901119103,458        "p": 0.058191462004919134459      },460      "src_direct_dealer": {461        "b": -0.04559080340165425,462        "p": 0.9301543343954152463      },464      "src_full_portal": {465        "b": 0.183376266002684,466        "p": 0.7176159993797286467      }468    },469    "aft_ll": -83801.51561185026470  },471  "B_cut_size": {472    "n": 15692,473    "r2_within": 0.23334819218174263,474    "median_first_cut_pct": 2.7404148334380896,475    "coef": {476      "age_at_cut": {477        "b": -0.013348758709222466,478        "se": 0.0026183441572933557,479        "p": 4.371114128431941e-07480      },481      "I(age_at_cut ** 2)": {482        "b": 0.0002282479222578378,483        "se": 4.290982351205079e-05,484        "p": 1.3859574865549007e-07485      },486      "ldens": {487        "b": -0.026725060380690398,488        "se": 0.011462471125853215,489        "p": 0.01999607772484624490      },491      "resid_A2": {492        "b": 2.2240836123168304,493        "se": 0.221438188454481,494        "p": 0.0495      },496      "lprice": {497        "b": -1.5263521385388088,498        "se": 0.116674680262832,499        "p": 0.0500      },501      "lkm": {502        "b": -0.19385693549420582,503        "se": 0.01822176503689294,504        "p": 0.0505      },506      "age_years_entry": {507        "b": -0.06883920706535422,508        "se": 0.01042725493820421,509        "p": 7.79944997475468e-11510      }511    }512  }513}
Files · main
Menu

Theme