Table 1. Fit Statistics of the 2 to 6-group models and the performance means ± standard deviation in the best-fit model dividing the population into 6 groups.
Fit Statistics of the models dividing the population into 2,3,4,5 or 6 groups** | ||||||
---|---|---|---|---|---|---|
2 groups | 3 groups | 4 groups | 5 groups | 6 groups | ||
Akaike's Information Criteria | 42751.499 | 42205.134 | 41890.988 | 41754.185 | 41586.804 | |
Bayesian Information Criteria | 42816.821 | 42296.586 | 42008.569 | 41897.895 | 41756.643 | |
Log likelihood | -22032.681 | -21365.749 | -21088.567 | -20927.494 | -20855.092 | |
Likelihood ratio test k-1 versus k profiles | <0.0001 | <0.0001 | <0.0001 | 0.0097 | 0.0095 | |
Performance scores mean ± standard deviation in the 6 groups based on the model dividing the population into 6 groups | ||||||
Groups within the 6-profile model | ||||||
1§ | 2 | 3§§ | 4 | 5 | 6 | |
DSST | 22.4±9.8 | 23.5±9.9 | 43.7±11.4 | 39±12.9 | 42±11.2 | 32.6±13.6 |
DSST z-score | -1.15±0.71 | -1.08±0.71 | 0.39±0.82 | 0.04±0.93 | 0.26±0.81 | -0.42±0.98 |
CES-D | 10.7±1.6 | 3.9±2 | 2.1±1.7 | 15±1.8 | 7.8±1.6 | 21.9±2.5 |
Gait speed, m/sec | 0.6±0.2 | 0.6±0.2 | 1±0.2 | 0.8±0.2 | 0.9±0.2 | 0.7±0.3 |
DSST: Digit Symbol Substitution Test; CES-D: Center for Epidemiological Depression Scale
Performances in the 2 to 5 profile models are provided in an online supplement
Lower Model fit statistics indicate better fit of the data
Indicates the impaired group
Indicates the control group