rsq2snr

Convert R-squared value to the SNR

A flexible framework for power analysis using Monte
Carlo simulation for settings in which considerations of the correlations
between predictors are important. Users can set up a data generative model
that preserves dependence structures among predictors given existing data
(continuous, binary, or ordinal). Users can also generate power curves to
assess the trade-offs between sample size, effect size, and power of a design.
This package includes several statistical models common in environmental
mixtures studies. For more details and tutorials, see Nguyen et al. (2022) <arXiv:2209.08036>.

Phuc H. Nguyen

mpower

Power Analysis via Monte Carlo Simulation for Correlated Data

rsq2snr function

<dl><dt>r</dt>
<dd>R-squared value</dd></dl>

Arguments

Convert R-squared value to the SNR — rsq2snr

<dl>

<dt>r</dt>
<dd>R-squared value</dd>

</dl>

rsq2snr: Convert R-squared value to the SNR

Description

Usage

Arguments