Markov-switching dynamic regression results
| Variables | MCI_cnt Regime 1 | MCI_cnt Regime 2 | MCI_tvp Regime 1 | MCI_tvp Regime 2 | MCI_cnt Regime 1 | MCI_cnt Regime 2 | MCI_tvp Regime 1 | MCI_tvp Regime 2 |
|---|---|---|---|---|---|---|---|---|
| 1.016*** (0.000) | 1.031*** (0.000) | 1.054*** (0.000) | 0.987*** (0.000) | 1.015*** (0.000) | 0.990*** (0.000) | 1.016*** (0.000) | 0.993*** (0.000) | |
| 2.505*** (0.000) | 2.581*** (0.000) | 2.631*** (0.000) | 2.472*** (0.000) | 2.535*** (0.000) | 2.497*** (0.000) | 2.535*** (0.000) | 2.481*** (0.000) | |
| 0.041*** (0.000) | 0.005 (0.850) | −0.012 (0.217) | 0.003 (0.587) | 0.021 (0.500) | −0.003 (0.689) | −0.014 (0.425) | 0.007 (0.563) | |
| 1.434*** (0.000) | 1.929 (0.315) | 4.858*** (0.000) | 2.799*** (0.000) | 2.644* (0.000) | 4.381*** (0.056) | 2.679*** (0.000) | 3.224*** (0.000) | |
| 0.105** (0.014) | 0.016 (0.851) | – | – | 0.100 (0.214) | −0.039 (0.287) | – | – | |
| – | – | 0.001 (0.343) | 0.003*** (0.001) | – | – | 0.003** (0.000) | −0.002** (0.000) | |
| – | – | – | – | −0.001*** (0.000) | −0.002*** (0.287) | 0.005*** (0.000) | 0.001 (0.000) | |
| – | – | – | – | −0.115*** (0.000) | −0.053* (0.287) | −0.080* (0.780) | −0.033 (0.759) | |
| Constant | −8.569*** (0.000) | −8.704*** (0.000) | −9.367*** (0.000) | −8.201*** (0.000) | −8.915*** (0.000) | −8.612*** (0.000) | −9.146*** (0.000) | −8.332*** (0.000) |
| Observations | 94 | 94 | 94 | 94 | 94 | 94 | 94 | 94 |
| Number of Regimes | Parameters | AIC | BIC | |||||
| MS-VAR Model Selection Criteria (Two Regimes) | ||||||||
| 2 | 6 | 231.45 | 258.72 | |||||
| Variables | MCI_cnt Regime 1 | MCI_cnt Regime 2 | MCI_tvp Regime 1 | MCI_tvp Regime 2 | MCI_cnt Regime 1 | MCI_cnt Regime 2 | MCI_tvp Regime 1 | MCI_tvp Regime 2 |
|---|---|---|---|---|---|---|---|---|
| 1.016*** (0.000) | 1.031*** (0.000) | 1.054*** (0.000) | 0.987*** (0.000) | 1.015*** (0.000) | 0.990*** (0.000) | 1.016*** (0.000) | 0.993*** (0.000) | |
| 2.505*** (0.000) | 2.581*** (0.000) | 2.631*** (0.000) | 2.472*** (0.000) | 2.535*** (0.000) | 2.497*** (0.000) | 2.535*** (0.000) | 2.481*** (0.000) | |
| 0.041*** (0.000) | 0.005 (0.850) | −0.012 (0.217) | 0.003 (0.587) | 0.021 (0.500) | −0.003 (0.689) | −0.014 (0.425) | 0.007 (0.563) | |
| 1.434*** (0.000) | 1.929 (0.315) | 4.858*** (0.000) | 2.799*** (0.000) | 2.644* (0.000) | 4.381*** (0.056) | 2.679*** (0.000) | 3.224*** (0.000) | |
| 0.105** (0.014) | 0.016 (0.851) | – | – | 0.100 (0.214) | −0.039 (0.287) | – | – | |
| – | – | 0.001 (0.343) | 0.003*** (0.001) | – | – | 0.003** (0.000) | −0.002** (0.000) | |
| – | – | – | – | −0.001*** (0.000) | −0.002*** (0.287) | 0.005*** (0.000) | 0.001 (0.000) | |
| – | – | – | – | −0.115*** (0.000) | −0.053* (0.287) | −0.080* (0.780) | −0.033 (0.759) | |
| Constant | −8.569*** (0.000) | −8.704*** (0.000) | −9.367*** (0.000) | −8.201*** (0.000) | −8.915*** (0.000) | −8.612*** (0.000) | −9.146*** (0.000) | −8.332*** (0.000) |
| Observations | 94 | 94 | 94 | 94 | 94 | 94 | 94 | 94 |
| Number of Regimes | Parameters | AIC | BIC | |||||
| 2 | 6 | 231.45 | 258.72 | |||||
Note(s): ***p < 0.01, **p < 0.05, *p < 0.1. p-values are reported in parentheses. St denotes the latent regime
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