##
## Please cite as:## Hlavac, Marek (2018). stargazer: Well-Formatted Regression and Summary Statistics Tables.## R package version 5.2.2. https://CRAN.R-project.org/package=stargazeritem
##
## Model 1: Distand Band Approach only with Hotel Rating
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc 0.138*** 1.620* 0.493***
## (0.051) (0.835) (0.057)
##
## hi.sales -44.654*** -166.581*** -19.827*
## (13.223) (54.282) (10.450)
##
## s_rating 3.334*** 44.541*** 17.551***
## (0.145) (8.573) (2.138)
##
## cbd 31.234*** 14.172** 39.756***
## (3.450) (6.410) (4.290)
##
## air -17.432*** -24.760 -10.659***
## (3.363) (19.517) (2.697)
##
## Constant 31.443*** -8.496 60.498***
## (5.578) (34.182) (6.430)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.788 0.663 0.803
## Adjusted R2 0.783 0.633 0.798
## Residual Std. Error 22.986 (df = 1112) 31.055 (df = 193) 17.595 (df = 905)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 2: Distand Band Approach with Hotel Rating and other characteristics
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc 0.139*** 1.333* 0.479***
## (0.050) (0.803) (0.056)
##
## hi.sales -49.851*** -162.209*** -21.568**
## (13.046) (51.582) (10.312)
##
## s_rating 3.162*** 35.419*** 15.962***
## (0.144) (8.096) (2.173)
##
## n_basic -10.191*** -30.931*** -4.319***
## (1.485) (5.551) (1.279)
##
## n_room_type 2.086* 11.819*** -0.802
## (1.195) (4.066) (1.027)
##
## n_room_amenity 2.404*** 2.283 2.107***
## (0.514) (2.008) (0.440)
##
## cbd 28.101*** 13.143** 36.727***
## (3.415) (5.963) (4.302)
##
## air -16.583*** 4.405 -11.119***
## (3.311) (18.189) (2.676)
##
## Constant 55.527*** 93.224** 72.016***
## (6.657) (36.838) (7.008)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.799 0.724 0.810
## Adjusted R2 0.793 0.695 0.804
## Residual Std. Error 22.441 (df = 1109) 28.284 (df = 190) 17.310 (df = 902)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 3: Distand Band Approach only with Hotel Rating (Focal Markets)
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc2 4.305*** 13.228 8.875***
## (1.124) (9.677) (1.036)
##
## hi.sales -50.697*** -138.694*** -14.771
## (13.344) (53.136) (10.243)
##
## s_rating 3.353*** 44.371*** 16.934***
## (0.144) (8.477) (2.161)
##
## cbd 31.424*** 12.633** 42.389***
## (3.426) (6.131) (4.325)
##
## air -17.230*** -26.757 -10.415***
## (3.353) (19.684) (2.721)
##
## Constant 29.483*** -8.922 64.531***
## (5.443) (33.304) (6.384)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.789 0.682 0.800
## Adjusted R2 0.783 0.654 0.794
## Residual Std. Error 22.962 (df = 1112) 30.140 (df = 193) 17.752 (df = 905)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 2: Distand Band Approach with Hotel Rating and other characteristics
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc2 4.258*** 4.814 8.728***
## (1.097) (9.128) (1.013)
##
## hi.sales -55.608*** -110.555** -17.128*
## (13.149) (49.834) (10.098)
##
## s_rating 3.178*** 36.819*** 15.133***
## (0.144) (8.007) (2.193)
##
## n_basic -10.255*** -28.075*** -4.142***
## (1.483) (5.148) (1.290)
##
## n_room_type 2.082* 10.630*** -1.267
## (1.192) (3.921) (1.036)
##
## n_room_amenity 2.446*** 2.791 2.362***
## (0.513) (1.939) (0.442)
##
## cbd 28.260*** 11.490** 39.387***
## (3.390) (5.745) (4.332)
##
## air -16.369*** 4.250 -11.015***
## (3.300) (18.458) (2.697)
##
## Constant 53.773*** 80.468** 75.537***
## (6.554) (35.398) (6.974)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.799 0.737 0.807
## Adjusted R2 0.794 0.709 0.801
## Residual Std. Error 22.406 (df = 1109) 27.656 (df = 190) 17.443 (df = 902)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 1: Kth Nearest Neighbor Approach with only Hotel Rating
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc.knn 0.867*** -0.814 1.842***
## (0.326) (1.070) (0.260)
##
## hi.sales -28.142** 70.405 -15.822
## (11.160) (74.563) (20.472)
##
## s_rating 3.492*** 56.167*** 23.369***
## (0.158) (8.786) (2.426)
##
## cbd 32.329*** 14.181** 37.087***
## (3.431) (6.105) (4.687)
##
## air -16.377*** -47.509*** -10.141***
## (3.424) (16.967) (2.917)
##
## Constant 30.606*** -71.161* 52.370***
## (6.408) (36.944) (8.692)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.778 0.679 0.767
## Adjusted R2 0.773 0.651 0.760
## Residual Std. Error 23.528 (df = 1112) 30.280 (df = 193) 19.156 (df = 905)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 2: Kth Nearest Neighbor Approach with only Hotel Rating and Hotel Characteristics
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc.knn 0.909*** -0.386 1.837***
## (0.323) (1.006) (0.259)
##
## hi.sales -19.027* 30.462 -11.696
## (11.008) (71.191) (20.250)
##
## s_rating 3.323*** 46.145*** 20.623***
## (0.157) (8.474) (2.429)
##
## n_basic -9.655*** -25.903*** -4.725***
## (1.531) (5.235) (1.393)
##
## n_room_type 1.808 10.897*** -0.455
## (1.226) (4.099) (1.123)
##
## n_room_amenity 2.696*** 2.070 2.678***
## (0.538) (2.031) (0.480)
##
## cbd 30.269*** 16.030*** 34.441***
## (3.393) (5.864) (4.677)
##
## air -15.295*** -26.937 -10.249***
## (3.385) (16.694) (2.890)
##
## Constant 49.089*** 23.875 63.471***
## (7.297) (39.286) (8.990)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.788 0.719 0.776
## Adjusted R2 0.782 0.689 0.769
## Residual Std. Error 23.050 (df = 1109) 28.571 (df = 190) 18.810 (df = 902)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 3: Kth Nearest Neighbor Approach with only Hotel Rating (Focal Markets)
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc.knn2 4.619*** -0.993 9.843***
## (1.783) (5.229) (1.446)
##
## hi.sales -29.625*** 68.019 -8.722
## (11.254) (74.237) (20.389)
##
## s_rating 3.457*** 54.134*** 23.078***
## (0.155) (8.671) (2.442)
##
## cbd 32.650*** 14.886** 36.759***
## (3.473) (6.250) (4.737)
##
## air -16.503*** -50.271*** -10.097***
## (3.442) (16.532) (2.945)
##
## Constant 32.275*** -66.866* 52.053***
## (6.140) (36.445) (8.802)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.776 0.683 0.762
## Adjusted R2 0.770 0.655 0.756
## Residual Std. Error 23.653 (df = 1112) 30.118 (df = 193) 19.330 (df = 905)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01##
## Model 4: Kth Nearest Neighbor Approach with only Hotel Rating and Hotel Characteristics (Focal Markets)
## ==========================================================================
## Dependent variable:
## ------------------------------------------------------
## adr
## All High-Quality Low-Quality
## (1) (2) (3)
## --------------------------------------------------------------------------
## avmmc.knn2 4.884*** 2.142 9.980***
## (1.770) (4.817) (1.452)
##
## hi.sales -20.626* 30.584 -5.724
## (11.107) (70.957) (20.243)
##
## s_rating 3.288*** 43.686*** 20.270***
## (0.154) (8.333) (2.448)
##
## n_basic -9.569*** -25.685*** -4.454***
## (1.540) (5.221) (1.410)
##
## n_room_type 1.699 10.178** -0.719
## (1.234) (4.175) (1.137)
##
## n_room_amenity 2.742*** 2.408 2.789***
## (0.545) (2.066) (0.487)
##
## cbd 30.638*** 17.201*** 34.239***
## (3.441) (5.944) (4.733)
##
## air -15.465*** -29.838* -10.246***
## (3.406) (16.316) (2.924)
##
## Constant 50.473*** 27.200 62.450***
## (7.127) (38.909) (9.146)
##
## --------------------------------------------------------------------------
## Observations 1,141 211 930
## R2 0.785 0.721 0.771
## Adjusted R2 0.779 0.691 0.764
## Residual Std. Error 23.191 (df = 1109) 28.478 (df = 190) 19.025 (df = 902)
## ==========================================================================
## Note: *p<0.1; **p<0.05; ***p<0.01