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neighbourhood_fe.json 4.7 KB 164 lines json

1{2  "F1 city FE": {3    "n": 7860,4    "groups": 187,5    "r2": 0.5635535940968947,6    "within_r2": 0.47025373885472554,7    "beta": {8      "airbnb_count_500m": 0.0038775338645417596,9      "bedrooms": 0.1275728983805275,10      "bathrooms": 0.2287446987855085,11      "bt_House": 0.08249565872431627,12      "bt_Row / Townhouse": 0.098129716822472113    },14    "se_hc1": {15      "airbnb_count_500m": 0.00022392591745188148,16      "bedrooms": 0.004610655065018604,17      "bathrooms": 0.012528259656156036,18      "bt_House": 0.01367913484529655,19      "bt_Row / Townhouse": 0.0364009400196411320    }21  },22  "F2 FSA FE": {23    "n": 7883,24    "groups": 289,25    "r2": 0.6306056679526807,26    "within_r2": 0.5188560508389339,27    "beta": {28      "airbnb_count_500m": 0.0008187211004110956,29      "bedrooms": 0.15008796520670636,30      "bathrooms": 0.19800180745348286,31      "bt_House": 0.11403052482249038,32      "bt_Row / Townhouse": 0.1310539764841519833    },34    "se_hc1": {35      "airbnb_count_500m": 0.00036159891548742526,36      "bedrooms": 0.004678375032726685,37      "bathrooms": 0.012014288587224585,38      "bt_House": 0.01334042709781099,39      "bt_Row / Townhouse": 0.0349948938899699540    }41  },42  "F3 FSA FE 250m": {43    "n": 7883,44    "groups": 289,45    "r2": 0.6303268667206028,46    "within_r2": 0.5184929063231817,47    "beta": {48      "airbnb_count_250m": 0.0008111504037652498,49      "bedrooms": 0.15021375634890302,50      "bathrooms": 0.19777094625135722,51      "bt_House": 0.11381109853120383,52      "bt_Row / Townhouse": 0.1320126573387411553    },54    "se_hc1": {55      "airbnb_count_250m": 0.0008576997668286085,56      "bedrooms": 0.004680665963590751,57      "bathrooms": 0.01200962017675934,58      "bt_House": 0.013333292001032572,59      "bt_Row / Townhouse": 0.0351245615949739960    }61  },62  "F4 FSA FE any+count": {63    "n": 7883,64    "groups": 289,65    "r2": 0.6312572692208716,66    "within_r2": 0.5197047753055984,67    "beta": {68      "any_airbnb_500m": -0.027887526421282897,69      "airbnb_count_500m": 0.0009690236028595645,70      "bedrooms": 0.15003379909897335,71      "bathrooms": 0.1979325754598122,72      "bt_House": 0.11357342514554149,73      "bt_Row / Townhouse": 0.132470370896111174    },75    "se_hc1": {76      "any_airbnb_500m": 0.00877486450038345,77      "airbnb_count_500m": 0.0003633535388213336,78      "bedrooms": 0.0046810935109620495,79      "bathrooms": 0.012034673584690375,80      "bt_House": 0.013375201936212692,81      "bt_Row / Townhouse": 0.03507934439011696582    }83  },84  "F5 FSA FE log1p": {85    "n": 7883,86    "groups": 289,87    "r2": 0.6302763845426398,88    "within_r2": 0.518427152216093,89    "beta": {90      "log1p_airbnb_500m": 0.002230048510269144,91      "bedrooms": 0.1502269235033579,92      "bathrooms": 0.19778751726403787,93      "bt_House": 0.11380706009528352,94      "bt_Row / Townhouse": 0.1317753838779942395    },96    "se_hc1": {97      "log1p_airbnb_500m": 0.005297108132052599,98      "bedrooms": 0.004678656054371134,99      "bathrooms": 0.012008420492194834,100      "bt_House": 0.013353021069268391,101      "bt_Row / Townhouse": 0.03511205054097275102    }103  },104  "F6 FSA FE + size": {105    "n": 3485,106    "groups": 222,107    "r2": 0.6505086402617897,108    "within_r2": 0.5325749316032939,109    "beta": {110      "airbnb_count_500m": 0.0003266759210386489,111      "bedrooms": 0.1478682952840955,112      "bathrooms": 0.18921328724817668,113      "size_100sqft": 0.003987343286219144,114      "bt_House": 0.0757071442827295,115      "bt_Row / Townhouse": 0.0808665881741878116    },117    "se_hc1": {118      "airbnb_count_500m": 0.0005794699184374527,119      "bedrooms": 0.008335843610699138,120      "bathrooms": 0.02003860605736048,121      "size_100sqft": 0.0016409258714837286,122      "bt_House": 0.022891359172576658,123      "bt_Row / Townhouse": 0.042355587812266775124    }125  },126  "bivariate": {127    "beta": 0.0019685033544233448,128    "se": 0.0002561015843052032,129    "r2": 0.0074907162076266465,130    "n": 8303131  },132  "inference": [133    {134      "spec": "City FE (Model 1c)",135      "beta": 0.0038775338645417596,136      "se_hc1": 0.00022392591745188148,137      "se_city": 0.00010876238813215868,138      "se_fsa": 0.000654139351263461,139      "se_conley": {140        "1.0": 0.000689320515796654,141        "2.0": 0.000728460152066934,142        "5.0": 0.0006546244138262017,143        "10.0": 0.0007211154682556746144      },145      "n_city": 187,146      "n_fsa": 318147    },148    {149      "spec": "FSA FE (F2)",150      "beta": 0.0008187211004110956,151      "se_hc1": 0.00036159891548742526,152      "se_city": 0.0003592918263770114,153      "se_fsa": 0.0007273298299465931,154      "se_conley": {155        "1.0": 0.0007193035903288408,156        "2.0": 0.0006840163474196736,157        "5.0": 0.0004733988020595961,158        "10.0": 0.00040401772755342094159      },160      "n_city": 239,161      "n_fsa": 289162    }163  ]164}
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