Research Article

Model and Variable Selection Procedures for Semiparametric Time Series Regression

Table 4

Means (standard deviations) of the number of basis functions.


BIC 7.87 (1.38) 8.85 (1.13) 8.76 (1.24) 8.82 (1.17)
GIC 8.06 (1.44) 8.75 (1.27) 8.84 (1.20) 8.84 (1.24)
BIC 6.02 (0.14) 6.15 (0.53) 6.17 (0.37) 6.21 (0.48)

BIC 7.98 (1.31) 8.83 (1.17) 8.71 (1.30) 8.71 (1.30)
GIC 8.01 (1.37) 8.91 (1.18) 8.67 (1.29) 8.95 (1.20)
BIC 6.20 (0.50) 6.22 (0.44) 6.31 (0.60) 6.35 (0.66)

BIC 7.93 (1.33) 8.18 (1.44) 8.25 (1.48) 8.20 (1.39)
GIC 8.11 (1.35) 8.11 (1.52) 8.39 (1.41) 8.55 (1.37)
BIC 6.15 (0.66) 6.22 (0.73) 6.46 (1.03) 6.93 (1.43)