Unobserved heterogeneity for one to four-segments solution
| Segments | ||||
|---|---|---|---|---|
| 1 | 2 | 3 | 4 | |
| AIC | 1501.713 | 1434.259 | 1454.762 | 1398.027 |
| AIC3 | 1510.713 | 1453.259 | 1483.762 | 1437.027 |
| AIC4 | 1519.713 | 1472.259 | 1512.762 | 1476.027 |
| BIC | 1535.959 | 1506.556 | 1565.111 | 1546.427 |
| CAIC | 1544.959 | 1525.556 | 1594.111 | 1585.427 |
| HQ | 1515.37 | 1463.091 | 1498.769 | 1457.209 |
| MDL5 | 1744.944 | 1947.746 | 2238.506 | 2452.028 |
| LnL | −741.856 | −698.129 | −698.381 | −660.013 |
| EN | Na | 0.876 | 0.562 | 0.593 |
| NFI | Na | 0.891 | 0.546 | 0.543 |
| NEC | Na | 41.274 | 145.578 | 135.084 |
| Segments | ||||
|---|---|---|---|---|
| 1 | 2 | 3 | 4 | |
| AIC | 1501.713 | 1434.259 | 1454.762 | |
| AIC3 | 1510.713 | 1453.259 | 1483.762 | |
| AIC4 | 1519.713 | 1512.762 | 1476.027 | |
| BIC | 1535.959 | 1565.111 | 1546.427 | |
| CAIC | 1544.959 | 1594.111 | 1585.427 | |
| HQ | 1515.37 | 1463.091 | 1498.769 | |
| MDL5 | 1947.746 | 2238.506 | 2452.028 | |
| LnL | −741.856 | −698.129 | −698.381 | |
| EN | Na | 0.562 | 0.593 | |
| NFI | Na | 0.546 | 0.543 | |
| NEC | Na | 145.578 | 135.084 | |
Note(s): AIC, Akaike’s information criterion; AIC3, modified AIC with factor 3; AIC4, modified AIC with factor 4; BIC, Bayesian information criteria; CAIC, consistent AIC; HQ, Hannan Quinn criterion; MDL5, minimum description length with factor 5; LnL, LogLikelihood; EN, entropy statistic; NFI, non-fuzzy index; NEC, Normalized entropy criterion; Na, not available; Italic numbers indicate the best output per segment retention criterion
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