Check Model Assumptions or Properties
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binned_residuals()
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Binned residuals for logistic regression |
check_autocorrelation()
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Check model for independence of residuals. |
check_collinearity()
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Check for multicollinearity of model terms |
check_convergence()
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Convergence test for mixed effects models |
check_distribution()
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Classify the distribution of a model-family using machine learning |
check_heteroscedasticity()
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Check model for (non-)constant error variance |
check_homogeneity()
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Check model for homogeneity of variances |
check_normality()
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Check model for (non-)normality of residuals. |
check_outliers()
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Outliers detection (check for influential observations) |
check_overdispersion()
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Check overdispersion of GL(M)M's |
check_singularity()
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Check mixed models for boundary fits |
check_zeroinflation()
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Check for zero-inflation in count models |