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.

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jsraadt/Earhart documentation built on May 24, 2019, 4:07 a.m.