All functions |
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Generate nonparametric bootstrap replications |
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Standard error and confidence intervals for bootstrapped estimates |
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Check model assumptions |
Chi-square goodness-of-fit-test |
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Tjur's Coefficient of Discrimination |
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Convergence test for mixed effects models |
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Coefficient of Variation |
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Test and training error from model cross-validation |
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Design effects for two-level mixed models |
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Sample dataset from the EUROFAMCARE project |
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Effect size statistics for anova |
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Determining distribution parameters |
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Gini's Mean Difference |
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Summary of mean values by group |
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Compute statistics for MCMC samples and Stan models |
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Hosmer-Lemeshow Goodness-of-fit-test |
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Intraclass-Correlation Coefficient |
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Compute trends in status inequalities |
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Find prime numbers |
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Row means with min amount of valid values |
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Mann-Whitney-U-Test |
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Sample dataset from the National Health and Nutrition Examination Survey |
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Get relative risks estimates from logistic regressions or odds ratio values |
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Check overdispersion of GL(M)M's |
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Tidy summary of Principal Component Analysis |
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Accuracy of predictions from model fit |
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Access information from model objects |
Proportions of values in a vector |
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Get p-values from regression model objects |
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Compute r-squared of (generalized) linear (mixed) models |
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Check internal consistency of a test or questionnaire |
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Random effect variances |
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Compute model quality |
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Robust standard errors for regression models |
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Rescale design weights for multilevel analysis |
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Standard Error for variables or coefficients |
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Standard error of sample mean for mixed models |
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Collection of Convenient Functions for Common Statistical Computations |
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Sample size for linear mixed models |
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Standardized beta coefficients and CI of linear and mixed models |
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Survey-weighted negative binomial generalised linear model |
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Expected and relative table values |
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Tidy summary output for stan models |
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Return the typical value of a vector |
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Calculate population variance and standard deviation |
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Weight a variable |
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Weighted statistics for variables |
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Measures of association for contingency tables |