st.diff: Calculate standardized difference to assess balance of...

In RcmdrPlugin.EZR: R Commander Plug-in for the EZR (Easy R) Package

Calculate standardized difference to assess balance of covariates in unweighted and weighted dataset.

Description

Calculate standardized difference to assess balance of covariates in unweighted and weighted dataset.

Usage

st.diff.binom(factor, group)
st.diff.multinom(factor, group)
st.diff.categor(factor, group)
st.diff.numeric(numeric, group)
st.diff.binom.w(factor, weight, group)
st.diff.multinom.w(factor, weight, group)
st.diff.categor.w(factor, weight, group)
st.diff.numeric.w(numeric, weight, group)

Arguments

factor	factor variable in vector for balace assessment.
numeric	numeric variable in vector for balace assessment.
group	group variable in vector for balace assessment.
weight	weight variable in vector for balace assessment of weighted dataset.

Details

st.diff.binom(), st.diff.multinom(), st.diff.categor() and st.diff.numeric() functions calculate standardized difference of factor variables and numeric variables, respectively, in unweighted dataset. st.diff.binom.w(), st.diff.multinom.w(), st.diff.categor.w() and st.diff.numeric.w() functions calculate standardized difference of factor variables and numeric variables, respectively, in weighted dataset. st.diff.binom() and st.diff.binom.w() are for binomial factors, st.diff.multinom() and st.diff.multinom.w() are for multinomial factors, and st.diff.categor() and st.diff.categor() are for factors irrespective of levels.

RcmdrPlugin.EZR documentation built on Oct. 24, 2023, 5:06 p.m.