synMicrodata (version 2.1.3)

summary.synMicro_object: Summarizing synthesis results

Description

summary method for class "summary.synMicro_object".

Usage

# S3 method for 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)