Criterion

Segment 1

Segment 2

Segment 3

Segment 4

Segment 5

Segment 6

Optimal number of segments by this criteria

AIC (Akaike’s information criterion)

−3864.06

−3847.78

−3825.96

−3803.36

−3785.71

−3761.76

1

AIC3 (modified AIC with Factor 3)

−3849.06

−3816.78

−3778.96

−3740.36

−3706.71

−3666.76

1

AIC4 (modified AIC with Factor 4)

−3834.06

−3785.78

−3731.96

−3677.36

−3627.71

−3571.76

1

BIC (Bayesian information criterion)

−3800.26

−3715.91

−3626.03

−3535.37

−3449.66

−3357.65

1

CAIC (consistent AIC)

−3785.26

−3684.91

−3579.03

−3472.37

−3370.66

−3262.65

1

HQ (Hannan-Quinn criterion)

−3839.07

−3796.12

−3747.64

−3698.38

−3654.07

−3603.45

1

MDL5 (minimum description length with factor 5)

−3425.03

−2940.44

−2450.31

−1959.41

−1473.45

−981.19

1

LnL (LogLikelihood)

1947.03

1954.89

1959.98

1964.68

1971.86

1975.88

1

EN (normed entropy statistic)

0.00

0.15

0.56

0.60

0.69

0.67

6

NFI (non-fuzzy index)

0.00

0.18

0.59

0.57

0.62

0.58

NEC (normalized entropy criterion)

0.00

441.71

228.71

210.05

163.44

172.20