pool.clmi {lodi}

Calculate pooled estimates from clmi.out objects using Rubin's rules

Description

Calculate pooled estimates from clmi.out objects using Rubin's rules

Usage

pool.clmi(formula, clmi.out, type)

Arguments

formula

Formula to fit. Exposure variable should end in _transform_imputed.

clmi.out

An object generated by clmi.

type

Type of regression to pool. Valid types are logistic and linear.

Examples

# continue example from clmi
# fit model on imputed data and pool results
library(lodi)
data("toy_data")
clmi.out <- clmi(log(poll) ~ case_cntrl + smoking + gender, toy_data, lod, 1)
results <- pool.clmi(case_cntrl ~ poll_transform_imputed + smoking, clmi.out,
                       logistic)

results$output