|
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 |
0.0980 |
-760.3 |
9 |
7 |
| 4 |
Winsorization |
Median Regression |
2861 |
NaN |
NaN |
|
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 |
0.1640 |
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 |
0.1530 |
0.1503 |
9440.3 |
10 |
8 |
| 23 |
Host Type |
All hosts |
2861 |
0.0820 |
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 |