Summarizes results of model selection and model averaging after multiple imputation

Description

Summarizes estimates, standard errors and confidence intervals for model selection/averaging estimators after multiple imputation and reports variable importance if applicable.

Usage

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## S3 method for class 'mami'
summary(object,string="x", ...)

Arguments

object

An object of class "mami".

string

A string specifying what is printed in the summary table for non-selected variables.

...

Further arguments to be passed.

Author(s)

Michael Schomaker

See Also

mami for model selection and model averaging after multiple imputation.

Examples

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library(Amelia)
data(freetrade)
freetrade$pop <- log(freetrade$pop) # in line with original publication
freetrade_imp <- amelia(freetrade, p2s=0, ts = "year", cs = "country", noms="signed",
                        polytime = 2, intercs = TRUE, empri = 2)
m1 <- mami(freetrade_imp, method="criterion.average", ycol="tariff",add.factor=c("country"))
summary(m1)