,Category,Specification,N,R2,Adj_R2,AIC,Vars (total),Vars (p<.05)
0,Winsorization,Raw OLS,2861,0.0937,0.0911,9645.0,9,7
1,Winsorization,Winsorized (1%/99%),2861,0.0948,0.0923,9576.5,9,7
2,Winsorization,Trimmed (1%-99%),2804,0.0999,0.0973,9169.3,9,8
3,Winsorization,Log(price) OLS,2861,0.1005,0.098,-760.3,9,7
4,Winsorization,Median Regression,2861,,,,9,7
5,Room Type,Full Sample,2861,0.0937,0.0911,9645.0,9,7
6,Room Type,Apartment,71,0.1858,0.0953,255.7,8,1
7,Room Type,Cabin/Chalet,609,0.1004,0.0899,1856.8,8,3
8,Room Type,Condo,220,0.1815,0.1544,779.2,8,2
9,Room Type,House,534,0.1332,0.1217,1751.7,8,3
10,Room Type,Other,476,0.1511,0.1384,1625.4,8,3
11,Room Type,Rental unit,951,0.1258,0.1193,3237.8,8,5
12,Price Segment,Full Sample,2861,0.0937,0.0911,9645.0,9,7
13,Price Segment,Budget (<$100),455,0.1116,0.0956,169.7,9,3
14,Price Segment,Luxury ($400-1000),226,0.1578,0.1268,7.9,9,3
15,Price Segment,Moderate ($100-200),879,0.0991,0.0908,-466.4,9,5
16,Price Segment,Premium ($200-400),616,0.0827,0.0706,-360.6,9,2
17,Price Segment,Ultra-Luxury (>$1000),685,0.1518,0.1418,1240.6,9,4
18,Location Controls,No location,2861,0.0937,0.0911,9645.0,9,7
19,Location Controls,city FE,2861,0.164,0.1501,9491.8,48,22
20,Location Controls,Coordinates,2857,0.1137,0.1106,9571.7,11,8
21,Location Controls,Spatial clusters,2857,0.1483,0.1402,9492.0,28,10
22,Location Controls,Spatial lag,2857,0.153,0.1503,9440.3,10,8
23,Host Type,All hosts,2861,0.082,0.0797,9679.7,8,5
24,Host Type,Superhosts,1645,0.0769,0.0729,5225.6,8,5
25,Host Type,Non-superhosts,1216,0.0841,0.0787,4356.0,8,4