averageContribution: Retrieve average contribution of each predictor in a...

In dominanceanalysis: Dominance Analysis

Description

Retrieve the average contribution for each predictor. Is calculated averaging all contribution by level. The average contribution defines general dominance.

Usage

averageContribution(da.object, fit.functions = NULL)

Arguments

da.object	dominanceAnalysis object
fit.functions	name of the fit indices to retrieve. If NULL, all fit indices will be retrieved

Value

a list. Key corresponds to fit-index and the value is vector, with average contribution for each variable

See Also

Other retrieval methods: contributionByLevel(), dominanceBriefing(), dominanceMatrix(), getFits()

Examples

data(longley)
da.longley<-dominanceAnalysis(lm(Employed~.,longley))
averageContribution(da.longley)

Example output

Average Contribution by predictor
   GNP.deflator  GNP Unemployed Armed.Forces Population  Year
r2        0.214 0.23       0.07        0.051      0.212 0.219

dominanceanalysis documentation built on Jan. 13, 2021, 3:47 p.m.