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regtomean (version 1.1)

Regression Toward the Mean

Description

In repeated measures studies with extreme large or small values it is common that the subjects measurements on average are closer to the mean of the basic population. Interpreting possible changes in the mean in such situations can lead to biased results since the values were not randomly selected, they come from truncated sampling. This method allows to estimate the range of means where treatment effects are likely to occur when regression toward the mean is present. Ostermann, T., Willich, Stefan N. & Luedtke, Rainer. (2008). Regression toward the mean - a detection method for unknown population mean based on Mee and Chua's algorithm. BMC Medical Research Methodology..

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Version

Install

install.packages('regtomean')

Monthly Downloads

148

Version

1.1

License

MIT + file LICENSE

Maintainer

Daniela Recchia

Last Published

October 26th, 2022

Functions in regtomean (1.1)

meechua_reg

Fit linear models on the (replication) data.
cordata

Correlation and Cohen's d effect sizes.
language_test

Language Test in High School
replicate_data

Replicates before and after values 100 times.
meechua_plot

Plot models from meechua_reg
meechua_eff.CI

Calculates and plots treatment and regression effects as also its p-values.