Repository Public Research preview
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}