effect.size: Effect Size Computation for lm
In yhat: Interpreting Regression Effects

effect.size

R Documentation

Effect Size Computation for lm

Description

Creates adjusted effect sizes for linear regression.

Usage

  effect.size(lm.out)

Arguments

lm.out

Output from lm class object

Details

The function effect.size produces a family of effect size corrections for the R-squared metric produced from an lm class object. Suggestions for recommended correction are supplied, based on Yin and Fan (2001).

Value

Returns adjusted R-squared metric.

Author(s)

J. Kyle Roberts <kyler@smu.edu>

References

Yin, P., & Fan. X. (2001) Estimated R^2 shrinkage in multiple regression: A comparison of different analytical methods. The Journal of Experimental Education, 69, 203-224.

Examples

     if (require("MBESS")){
     data(HS)
     attach(HS)
     lm.out<-lm(t20_deduction~t10_addition*t24_woody_mccall)
     effect.size(lm.out)
     detach(HS)
     }

yhat documentation built on Oct. 11, 2023, 1:08 a.m.