Extract coefficients' p-value from fit.mult.impute

Question

I've used multiple imputation in R to deal with missing values using the aregImpute function from the Hmisc library. For analysis, I use the fit.mult.impute function to correct the variance for the multiple imputation process.

I want to create a table with coefficients and p-values. Coefficients can be extracted from fit.mult.impute using the $coef suffix, but I can't manage to extract the p-value. How can i do this?

Answer 1

Usually, p-value columns are stored as p.value, so you could get it by data$p.value, but you can see it with head(data), the column names and what kind of data you have there.

Answer 2

If the object created by fit.mult.impute is called fit, you can use

coef(summary(fit))[, 4]

to extract all p-values.