Research Article

Simulation Analysis of Threshold Autoregressive Unit Root Tests

Table 4

MTAR unit root testing in the presence of GARCH.

( 𝜙 1 , 𝜙 2 )
(0.01, 0.98) (0.05, 0.94) (0.10, 0.89) (0.15, 0.84) (0.25, 0.70)

Φ 𝜇 4.995.997.619.098.78
Φ 𝜇 , 𝑤 4.985.074.924.904.74
𝑇 = 2 0 0 Φ 𝜇 , 𝑛 5.065.235.225.014.50
Φ 𝜇 , 𝑐 5.306.337.839.139.66
Φ , 𝑐 𝜇 , 𝑤 4.944.974.594.263.95
Φ , 𝑐 𝜇 , 𝑛 4.945.074.814.413.83

Φ 𝜇 5.216.218.319.848.59
Φ 𝜇 , 𝑤 5.064.924.784.634.28
𝑇 = 4 0 0 Φ 𝜇 , 𝑛 4.964.924.824.684.05
Φ 𝜇 , 𝑐 4.966.548.4210.129.74
Φ , 𝑐 𝜇 , 𝑤 5.004.634.213.803.43
Φ , 𝑐 𝜇 , 𝑛 4.954.524.093.683.14

Φ 𝜇 5.096.298.1510.048.04
Φ 𝜇 , 𝑤 5.034.764.614.414.48
𝑇 = 8 0 0 Φ 𝜇 , 𝑛 5.255.024.824.594.43
Φ 𝜇 , 𝑐 5.216.638.9410.5610.05
Φ , 𝑐 𝜇 , 𝑤 5.214.884.273.603.26
Φ , 𝑐 𝜇 , 𝑛 5.044.724.093.593.24

The reported results represent empirical sizes of the test of the unit root hypothesis at the 5% level of significance for the MTAR model under deterministic and consistent threshold estimation using alternative covariance matrix estimators. The results were derived over 20,000 simulations.