jsraadt/Earhart: Calculate Multiple R-squared of a Data Set with Missing Data

Earhart uses amelia::amelia and amelia::mi.meld functions to calculate multiple R-Squared effect size of a specified model (currently restricted to 1 dependent variable). Earhart finds the mean of the observation across imputations from the created amelia object, calculate y-hat values from these means and the regression coefficients from mi.meld, calculates the sum-of-squares of y-hat, calculates the sum of squares of y, and finally calculates the R-squared effect size.

Getting started

Package details

Maintainer
LicenseMIT
Version0.0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("jsraadt/Earhart")
jsraadt/Earhart documentation built on Sept. 17, 2017, 2:37 a.m.