regr | R Documentation |
The regr
reports beta weights, standardized beta weights,
structure coefficients, adjusted effect sizes, and commonality
coefficients for lm
class objects.
regr(lm.out)
lm.out |
lm class object |
The function regr
takes the lm class object and reports
beta weights, standardized beta weights, structure coefficients,
adjusted effect sizes, and commonality
coefficients for lm
class objects.
LM_Output |
The summary of the output from the |
Beta_Weights |
Beta weights for the regression effects |
Structure_Coefficients |
Structure coefficients for the regression effects |
Commonality_Data |
Commonality coefficients for the regression effects. The output only produces a parsed version of CCdata |
Effect_Size |
Adjusted effect size computations based on R^2 adjustments |
J. Kyle Roberts <kyler@smu.edu>, Kim Nimon <kim.nimon@gmail.com>
Kraha, A., Turner, H., Nimon, K., Zientek, L., Henson, R. (2012). Tools to support multiple regression in the face of multicollinearity.Frontiers in Psychology, 3(102), 1-13.
commonalityCoefficients
,
effect.size
if (require ("MBESS")){
data(HS)
attach(HS)
lm.out<-lm(t20_deduction~t10_addition*t24_woody_mccall)
regr(lm.out)
detach(HS)
}
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