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1<table class="dataframe table table-sm">2 <thead>3 <tr style="text-align: right;">4 <th></th>5 <th>Category</th>6 <th>Specification</th>7 <th>N</th>8 <th>R2</th>9 <th>Adj_R2</th>10 <th>AIC</th>11 <th>Vars (total)</th>12 <th>Vars (p<.05)</th>13 </tr>14 </thead>15 <tbody>16 <tr>17 <th>0</th>18 <td>Winsorization</td>19 <td>Raw OLS</td>20 <td>2861</td>21 <td>0.0937</td>22 <td>0.0911</td>23 <td>9645.0</td>24 <td>9</td>25 <td>7</td>26 </tr>27 <tr>28 <th>1</th>29 <td>Winsorization</td>30 <td>Winsorized (1%/99%)</td>31 <td>2861</td>32 <td>0.0948</td>33 <td>0.0923</td>34 <td>9576.5</td>35 <td>9</td>36 <td>7</td>37 </tr>38 <tr>39 <th>2</th>40 <td>Winsorization</td>41 <td>Trimmed (1%-99%)</td>42 <td>2804</td>43 <td>0.0999</td>44 <td>0.0973</td>45 <td>9169.3</td>46 <td>9</td>47 <td>8</td>48 </tr>49 <tr>50 <th>3</th>51 <td>Winsorization</td>52 <td>Log(price) OLS</td>53 <td>2861</td>54 <td>0.1005</td>55 <td>0.0980</td>56 <td>-760.3</td>57 <td>9</td>58 <td>7</td>59 </tr>60 <tr>61 <th>4</th>62 <td>Winsorization</td>63 <td>Median Regression</td>64 <td>2861</td>65 <td>NaN</td>66 <td>NaN</td>67 <td></td>68 <td>9</td>69 <td>7</td>70 </tr>71 <tr>72 <th>5</th>73 <td>Room Type</td>74 <td>Full Sample</td>75 <td>2861</td>76 <td>0.0937</td>77 <td>0.0911</td>78 <td>9645.0</td>79 <td>9</td>80 <td>7</td>81 </tr>82 <tr>83 <th>6</th>84 <td>Room Type</td>85 <td>Apartment</td>86 <td>71</td>87 <td>0.1858</td>88 <td>0.0953</td>89 <td>255.7</td>90 <td>8</td>91 <td>1</td>92 </tr>93 <tr>94 <th>7</th>95 <td>Room Type</td>96 <td>Cabin/Chalet</td>97 <td>609</td>98 <td>0.1004</td>99 <td>0.0899</td>100 <td>1856.8</td>101 <td>8</td>102 <td>3</td>103 </tr>104 <tr>105 <th>8</th>106 <td>Room Type</td>107 <td>Condo</td>108 <td>220</td>109 <td>0.1815</td>110 <td>0.1544</td>111 <td>779.2</td>112 <td>8</td>113 <td>2</td>114 </tr>115 <tr>116 <th>9</th>117 <td>Room Type</td>118 <td>House</td>119 <td>534</td>120 <td>0.1332</td>121 <td>0.1217</td>122 <td>1751.7</td>123 <td>8</td>124 <td>3</td>125 </tr>126 <tr>127 <th>10</th>128 <td>Room Type</td>129 <td>Other</td>130 <td>476</td>131 <td>0.1511</td>132 <td>0.1384</td>133 <td>1625.4</td>134 <td>8</td>135 <td>3</td>136 </tr>137 <tr>138 <th>11</th>139 <td>Room Type</td>140 <td>Rental unit</td>141 <td>951</td>142 <td>0.1258</td>143 <td>0.1193</td>144 <td>3237.8</td>145 <td>8</td>146 <td>5</td>147 </tr>148 <tr>149 <th>12</th>150 <td>Price Segment</td>151 <td>Full Sample</td>152 <td>2861</td>153 <td>0.0937</td>154 <td>0.0911</td>155 <td>9645.0</td>156 <td>9</td>157 <td>7</td>158 </tr>159 <tr>160 <th>13</th>161 <td>Price Segment</td>162 <td>Budget (<$100)</td>163 <td>455</td>164 <td>0.1116</td>165 <td>0.0956</td>166 <td>169.7</td>167 <td>9</td>168 <td>3</td>169 </tr>170 <tr>171 <th>14</th>172 <td>Price Segment</td>173 <td>Luxury ($400-1000)</td>174 <td>226</td>175 <td>0.1578</td>176 <td>0.1268</td>177 <td>7.9</td>178 <td>9</td>179 <td>3</td>180 </tr>181 <tr>182 <th>15</th>183 <td>Price Segment</td>184 <td>Moderate ($100-200)</td>185 <td>879</td>186 <td>0.0991</td>187 <td>0.0908</td>188 <td>-466.4</td>189 <td>9</td>190 <td>5</td>191 </tr>192 <tr>193 <th>16</th>194 <td>Price Segment</td>195 <td>Premium ($200-400)</td>196 <td>616</td>197 <td>0.0827</td>198 <td>0.0706</td>199 <td>-360.6</td>200 <td>9</td>201 <td>2</td>202 </tr>203 <tr>204 <th>17</th>205 <td>Price Segment</td>206 <td>Ultra-Luxury (>$1000)</td>207 <td>685</td>208 <td>0.1518</td>209 <td>0.1418</td>210 <td>1240.6</td>211 <td>9</td>212 <td>4</td>213 </tr>214 <tr>215 <th>18</th>216 <td>Location Controls</td>217 <td>No location</td>218 <td>2861</td>219 <td>0.0937</td>220 <td>0.0911</td>221 <td>9645.0</td>222 <td>9</td>223 <td>7</td>224 </tr>225 <tr>226 <th>19</th>227 <td>Location Controls</td>228 <td>city FE</td>229 <td>2861</td>230 <td>0.1640</td>231 <td>0.1501</td>232 <td>9491.8</td>233 <td>48</td>234 <td>22</td>235 </tr>236 <tr>237 <th>20</th>238 <td>Location Controls</td>239 <td>Coordinates</td>240 <td>2857</td>241 <td>0.1137</td>242 <td>0.1106</td>243 <td>9571.7</td>244 <td>11</td>245 <td>8</td>246 </tr>247 <tr>248 <th>21</th>249 <td>Location Controls</td>250 <td>Spatial clusters</td>251 <td>2857</td>252 <td>0.1483</td>253 <td>0.1402</td>254 <td>9492.0</td>255 <td>28</td>256 <td>10</td>257 </tr>258 <tr>259 <th>22</th>260 <td>Location Controls</td>261 <td>Spatial lag</td>262 <td>2857</td>263 <td>0.1530</td>264 <td>0.1503</td>265 <td>9440.3</td>266 <td>10</td>267 <td>8</td>268 </tr>269 <tr>270 <th>23</th>271 <td>Host Type</td>272 <td>All hosts</td>273 <td>2861</td>274 <td>0.0820</td>275 <td>0.0797</td>276 <td>9679.7</td>277 <td>8</td>278 <td>5</td>279 </tr>280 <tr>281 <th>24</th>282 <td>Host Type</td>283 <td>Superhosts</td>284 <td>1645</td>285 <td>0.0769</td>286 <td>0.0729</td>287 <td>5225.6</td>288 <td>8</td>289 <td>5</td>290 </tr>291 <tr>292 <th>25</th>293 <td>Host Type</td>294 <td>Non-superhosts</td>295 <td>1216</td>296 <td>0.0841</td>297 <td>0.0787</td>298 <td>4356.0</td>299 <td>8</td>300 <td>4</td>301 </tr>302 </tbody>303</table>