Model comparisons for external validation of extended and full APPROX-CR scores
Label . | Model . | # Parameters . | AIC . | BIC . | logLik . | Deviance . | Δχ2 . | Δdf . | P . | Comparison . |
---|---|---|---|---|---|---|---|---|---|---|
Extended | ||||||||||
E1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | − | − | − | − |
E2 | No Moderation | 31 | 7301 | 7497 | −3620 | 7239 | 244.8a | 2 | <0.01 | E2 versus E1 |
E3 | Intercept Moderation | 32 | 7265 | 7468 | −3601 | 7201 | 37.69a | 1 | <0.01 | E3 versus E2 |
E4 | Slope Moderation | 34 | 7248 | 7463 | −3590 | 7180 | 21.27a | 2 | <0.01 | E4 versus E3 |
Full | ||||||||||
F1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | NA | − | − | − |
F2 | No Moderation | 31 | 7208 | 7404 | −3573 | 7146 | 337.7a | 2 | <0.01 | F2 versus F1 |
F3 | Intercept Moderation | 32 | 7157 | 7359 | −3546 | 7093 | 53.25a | 1 | <0.01 | F3 versus F2 |
F4 | Slope Moderation | 34 | 7126 | 7341 | −3529 | 7058 | 35.07a | 2 | <0.01 | F4 versus F3 |
Label . | Model . | # Parameters . | AIC . | BIC . | logLik . | Deviance . | Δχ2 . | Δdf . | P . | Comparison . |
---|---|---|---|---|---|---|---|---|---|---|
Extended | ||||||||||
E1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | − | − | − | − |
E2 | No Moderation | 31 | 7301 | 7497 | −3620 | 7239 | 244.8a | 2 | <0.01 | E2 versus E1 |
E3 | Intercept Moderation | 32 | 7265 | 7468 | −3601 | 7201 | 37.69a | 1 | <0.01 | E3 versus E2 |
E4 | Slope Moderation | 34 | 7248 | 7463 | −3590 | 7180 | 21.27a | 2 | <0.01 | E4 versus E3 |
Full | ||||||||||
F1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | NA | − | − | − |
F2 | No Moderation | 31 | 7208 | 7404 | −3573 | 7146 | 337.7a | 2 | <0.01 | F2 versus F1 |
F3 | Intercept Moderation | 32 | 7157 | 7359 | −3546 | 7093 | 53.25a | 1 | <0.01 | F3 versus F2 |
F4 | Slope Moderation | 34 | 7126 | 7341 | −3529 | 7058 | 35.07a | 2 | <0.01 | F4 versus F3 |
AIC, Akaike information criterion; BIC, Bayes information criterion.
The Comparison column refers to which models (named in the Label column) are being compared with χ2 tests.
aP < 0.01.
Model comparisons for external validation of extended and full APPROX-CR scores
Label . | Model . | # Parameters . | AIC . | BIC . | logLik . | Deviance . | Δχ2 . | Δdf . | P . | Comparison . |
---|---|---|---|---|---|---|---|---|---|---|
Extended | ||||||||||
E1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | − | − | − | − |
E2 | No Moderation | 31 | 7301 | 7497 | −3620 | 7239 | 244.8a | 2 | <0.01 | E2 versus E1 |
E3 | Intercept Moderation | 32 | 7265 | 7468 | −3601 | 7201 | 37.69a | 1 | <0.01 | E3 versus E2 |
E4 | Slope Moderation | 34 | 7248 | 7463 | −3590 | 7180 | 21.27a | 2 | <0.01 | E4 versus E3 |
Full | ||||||||||
F1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | NA | − | − | − |
F2 | No Moderation | 31 | 7208 | 7404 | −3573 | 7146 | 337.7a | 2 | <0.01 | F2 versus F1 |
F3 | Intercept Moderation | 32 | 7157 | 7359 | −3546 | 7093 | 53.25a | 1 | <0.01 | F3 versus F2 |
F4 | Slope Moderation | 34 | 7126 | 7341 | −3529 | 7058 | 35.07a | 2 | <0.01 | F4 versus F3 |
Label . | Model . | # Parameters . | AIC . | BIC . | logLik . | Deviance . | Δχ2 . | Δdf . | P . | Comparison . |
---|---|---|---|---|---|---|---|---|---|---|
Extended | ||||||||||
E1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | − | − | − | − |
E2 | No Moderation | 31 | 7301 | 7497 | −3620 | 7239 | 244.8a | 2 | <0.01 | E2 versus E1 |
E3 | Intercept Moderation | 32 | 7265 | 7468 | −3601 | 7201 | 37.69a | 1 | <0.01 | E3 versus E2 |
E4 | Slope Moderation | 34 | 7248 | 7463 | −3590 | 7180 | 21.27a | 2 | <0.01 | E4 versus E3 |
Full | ||||||||||
F1 | Covariates Only | 29 | 7542 | 7725 | −3742 | 7484 | NA | − | − | − |
F2 | No Moderation | 31 | 7208 | 7404 | −3573 | 7146 | 337.7a | 2 | <0.01 | F2 versus F1 |
F3 | Intercept Moderation | 32 | 7157 | 7359 | −3546 | 7093 | 53.25a | 1 | <0.01 | F3 versus F2 |
F4 | Slope Moderation | 34 | 7126 | 7341 | −3529 | 7058 | 35.07a | 2 | <0.01 | F4 versus F3 |
AIC, Akaike information criterion; BIC, Bayes information criterion.
The Comparison column refers to which models (named in the Label column) are being compared with χ2 tests.
aP < 0.01.
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