jasaDataAnalysis: Perform data analysis to estimate the proportion of explained...

In hychen-uic/TEV: Total Explained Variation

Perform data analysis to estimate the proportion of explained variation from outcome data: dataseta1; covariate data: dataseta2; and the suplementary covariate data: dataseta3.

Description

This function performance data analysis with multiply imputed datasets

Usage

jasaDataAnalysis(dataseta1, dataseta2, dataseta3, nimpute = 6, alpha = 0.05)

Arguments

dataseta1	multiply imputed data set for outcomes and confounders.
dataseta2	multiply imputed data set for covariates.
dataseta3	multiply imputed data set for supplementary covariates.
nimpute	copies of imputed data sets.
alpha	to determine confidence as 1-alpha.

Details

perform both unadjusted and adjusted analyses and using Rubin's rule to combine results

Value

estimators, variance estimates, and confidence intervals.

Examples

## Not run: jasaDataAnalysis(outcome,covariates,supplecov)

hychen-uic/TEV documentation built on Jan. 24, 2025, 9:14 p.m.