Sex and Gender Variables in Surveys
A summary of Australian Bureau of Statistics' recently released Standard for Sex, Gender, Variations of Sex Characteristics and Sexual Orientation Variables for survey use.
Free step-down resampling adjustment for multiple testing in linear regression
An implementation of the free step-down resampling p-value adjustment for multiple-testing of regression models.
Meta-analysis with the 2-step DerSimonian-Laird estimator
R code for the 2-step DerSimonian and Laird estimator for tau-squared in random-effects meta-analyses.
Model-based bootstrapped AN(C)OVA
R Function that runs model-based boostrapping for regression, ANOVA, or ANCOVA models.
Bootstrap Mediation Analyses
Below is the R code for conducting mediation analyses using the bootstrap method detailed in Preacher and Hayes (2004). Please note that my function uses…
Linear Mixed Model Sample Size Calculations
This post outlines a Shiny app to calculate the required sample size for a two-group linear mixed model. It uses the power.mmrm function from the…
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SF-12 v2 scoring using Australian population weights
This brief post provides the R syntax to calculate SF-12 v2 scores using Australian population weights. The population weights are derived from: Hawthorne, G., Osborne,…
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