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. 2023 May 8;9(1):87. doi: 10.1186/s40854-023-00478-2

Table 8.

Hybrid model parameter estimation for US hotel stocks

Regime 1 Regime 2 Constant T-Matrix LL AIC SIC
λ1 k1 λ2 k2 β δ1 δ2
CHH − 3.690E−08 − 4.646 1.450E−07 − 3.361 1.033 3.240 − 1.617 1809 − 3605 − 3574
H − 4.700E−08 − 4.415 1.300E−08 − 3.209 1.152 4.754 − 3.773 1624 − 3235 − 3204
HLT − 7.810E−08 − 3.414 − 3.710E−08 − 4.521 1.055 2.110 − 3.274 1715 − 3417 − 3386
IHG − 3.920E−08 − 4.506 − 2.060E−07 − 3.547 1.116 5.634 − 4.766 1707 − 3401 − 3369
MAR − 3.550E−08 − 4.396 1.240E−07 − 3.112 1.260 4.340 − 3.054 1645 − 3275 − 3244
WH − 4.690E−08 − 4.226 − 1.140E−06 − 2.773 1.227 5.314 − 2.721 1674 − 3334 − 3303
MGM − 1.410E−07 − 2.925 − 6.250E−08 − 4.198 1.540 2.953 − 3.980 1473 − 2932 − 2900

Note that the bold and italic numbers represent statistical significance and weakly statistical significance at 5% and 10%, respectively. βs, representing the sensitivity of the market to hotel stock prices, are statistically significant. λ2 for MGM, representing the impact of changes in the number of COVID-19 cases on hotel stock prices in Regime 2, is a statistically significant negative value. λ1 for CHH, H, IHG, and WH, representing that in Regime 1, are weakly but statistically significant negative values