Table 12 Analysis of Variance of 2 star hotel class based on trip type
2 STAR HOTEL | ||||||||
|---|---|---|---|---|---|---|---|---|
Trip Type | Model | Df | Sum of square | Mean Square | F value | Pr(> F) | Remark | vif |
Business | SERVICE | 1 | 340.15 | 340.15 | 1103.1703 | < 2.2e−16 | significant | 1.853245 |
value | 1 | 61.75 | 61.75 | 200.262 | < 2.2e−16 | significant | 1.968704 | |
Rooms | 1 | 27.48 | 27.48 | 89.1177 | < 2.2e−16 | significant | 2.139497 | |
Sleep-Quality | 1 | 8.31 | 8.31 | 26.9433 | 3.16E−07 | significant | 1.97294 | |
Cleanliness | 1 | 11.53 | 11.53 | 37.3937 | 2.08E−09 | significant | 1.814568 | |
Location | 1 | 0.94 | 0.94 | 3.0479 | 0.08152 | insignificant | 1.394531 | |
Residuals | 455 | 140.3 | 0.31 | NI | NI | NI | NI | |
Couple | SERVICE | 1 | 675.27 | 675.27 | 2144.5952 | < 2.2e−16 | significant | 1.787364 |
value | 1 | 34.44 | 34.44 | 109.3642 | < 2.2e−16 | significant | 1.455918 | |
Rooms | 1 | 76.13 | 76.13 | 241.796 | < 2.2e−16 | significant | 1.549944 | |
Sleep-Quality | 1 | 36.74 | 36.74 | 116.6861 | < 2.2e−16 | significant | 1.414444 | |
Cleanliness | 1 | 2.26 | 2.26 | 7.1854 | 0.007429 | significant | 1.496427 | |
Location | 1 | 4.89 | 4.89 | 15.5299 | 8.49E−05 | significant | 1.189579 | |
Residuals | 1534 | 483.01 | 0.31 | NI | NI | NI | NI | |
Family | SERVICE | 1 | 744.96 | 744.96 | 2645.492 | < 2.2e−16 | significant | 1.762328 |
value | 1 | 44.3 | 44.3 | 157.309 | < 2.2e−16 | significant | 1.731201 | |
Rooms | 1 | 41.13 | 41.13 | 146.06 | < 2.2e−16 | significant | 1.725919 | |
Sleep-Quality | 1 | 14.58 | 14.58 | 51.787 | 1.27E−12 | significant | 1.636601 | |
Cleanliness | 1 | 8.57 | 8.57 | 30.426 | 4.49E−08 | significant | 1.698072 | |
Location | 1 | 4.09 | 4.09 | 14.524 | 0.0001474 | significant | 1.346154 | |
Residuals | 937 | 263.86 | 0.28 | NI | NI | NI | NI | |
Friends | SERVICE | 1 | 619.66 | 619.66 | 2293.756 | < 2.2e−16 | significant | 1.991383 |
value | 1 | 20.31 | 20.31 | 75.18 | < 2.2e−16 | significant | 1.461245 | |
Rooms | 1 | 26.62 | 26.62 | 98.551 | < 2.2e−16 | significant | 1.515202 | |
Sleep-Quality | 1 | 9.75 | 9.75 | 36.074 | 2.89E−09 | significant | 1.314468 | |
Cleanliness | 1 | 5.22 | 5.22 | 19.327 | 1.25E−05 | significant | 1.420817 | |
Location | 1 | 1.98 | 1.98 | 7.327 | 0.006938 | significant | 1.152492 | |
Residuals | 797 | 215.31 | 0.27 | NI | NI | NI | NI | |
NA | SERVICE | 1 | 245.253 | 245.253 | 912.1098 | < 2.2e−16 | significant | 2.119269 |
value | 1 | 15.551 | 15.551 | 57.8339 | 2.48E−13 | significant | 1.79915 | |
Rooms | 1 | 17.171 | 17.171 | 63.8619 | 1.81E−14 | significant | 1.871509 | |
Sleep-Quality | 1 | 2.398 | 2.398 | 8.9189 | 0.0030144 | significant | 1.315677 | |
Cleanliness | 1 | 2.717 | 2.717 | 10.1052 | 0.0016059 | significant | 1.576093 | |
Location | 1 | 3.108 | 3.108 | 11.5572 | 0.0007501 | significant | 1.3109 | |
Residuals | 362 | 97.336 | 0.269 | NI | NI | NI | NI | |
Solo | SERVICE | 1 | 549.98 | 549.98 | 1965.9078 | < 2.2e−16 | significant | 1.959543 |
value | 1 | 26.69 | 26.69 | 95.3905 | < 2.2e−16 | significant | 1.418681 | |
Rooms | 1 | 39.41 | 39.41 | 140.8822 | < 2.2e−16 | significant | 1.464994 | |
Sleep-Quality | 1 | 17.76 | 17.76 | 63.4852 | 4.30E−15 | significant | 1.343314 | |
Cleanliness | 1 | 1.02 | 1.02 | 3.6439 | 0.056556 | insignificant | 1.34127 | |
Location | 1 | 2.01 | 2.01 | 7.1829 | 0.007479 | significant | 1.143535 | |
Residuals | 1019 | 285.07 | 0.28 | NI | NI | NI | NI | |