summary.synMicro_object: Summarizing synthesis results

In synMicrodata: Synthetic Microdata Generator

Summarizing synthesis results

Description

summary method for class "summary.synMicro_object".

Usage

## S3 method for class 'synMicro_object'
summary(object, max_print = 4, ...)

Arguments

object	synMicro_object object.
max_print	maximum number of synthetic datset to print summaries
...	other parameters to be passed through to other functions.

Details

summary reports the synthesis results for each variable. summary reports the synthesis results for each variable. It compares the summary statistics of each variable for the original dataset(Orig.) and synthetic datasets(synt.#), their averaging(Q_bar), and between variance(B_m).

See Also

multipleSyn

Examples

## preparing to generate synthetic datsets
dat_obj <- readData(Y_input = iris[,1:4],
                    X_input = data.frame(Species = iris[,5]))
mod_obj <- createModel(dat_obj, max_R_S_K=c(30,50,20))

## generating synthetic datasets
res_obj <- multipleSyn(dat_obj, mod_obj, n_burnin = 100, m = 2, 
                       interval_btw_Syn = 50, show_iter = FALSE)

summary(res_obj)

synMicrodata documentation built on Nov. 26, 2025, 9:06 a.m.