Power & effect size error calculations -- materials for Kirby & Sonderegger paper (under review)
powerEs.R: core functions to fit models, run simulations using simR functionality.
roettgerEtAlData.csv: dataset from Roettger et al. (2014), J. Phonetics
runSimsJphon.R: script to run actual simulations described in article, resulting in RDS file. (Warning: takes several days!)
summarizeVisualizeRuns.R: script to generate plots from submitted article.
pwr_examples.Rmd: examples of using pwr package for simple power calculations mentioned in article text.
analysisExample.Rmd/html: explains how to carry out the kind of
analysis shown in the main paper, demonstrating component functions in
more user-friendly fashion than the R files.
To actually run simulations generated in paper:
source(runSimsJphon.R).
Because this takes several days, the resulting data file is included (runs_16Mar18_nRuns1500.rds), and you can do data summary and visualizaton reported in the paper by just running:
source(summarizeVisualizeRuns.R)