summary.synds | R Documentation |
Produces summaries of the synthesised variables. When more than one
synthetic data set has been generated (object$m > 1), by default summaries
are calculated by averaging summary values for all synthetic data copies
(see msel
argument).
## S3 method for class 'synds' summary(object, msel = NULL, maxsum = 7, digits = max(3, getOption("digits")-3), ...) ## S3 method for class 'summary.synds' print(x, ...)
object |
an object of class |
msel |
index or indices of synthetic data copies for which a summary
is desired. If |
maxsum |
integer, indicating how many levels should be shown for factors. |
digits |
integer, used for number formatting with |
... |
additional arguments passed to |
x |
an object of class |
See summary
for more details.
An object of class summary.synds
, which is a list with the following
components:
m |
the number of synthetic versions of the original (observed) data. |
msel |
index or indices of synthetic data copies for which a summary
is produced. If |
method |
a vector of synthesising methods applied to each variable in the saved synthesised data. |
result |
a table or a list of tabels (if more than one synthetic data set is selected) with summaries of synthesised variables. |
Nowok, B., Raab, G.M and Dibben, C. (2016). synthpop: Bespoke creation of synthetic data in R. Journal of Statistical Software, 74(11), 1-26. doi: 10.18637/jss.v074.i11.
summary
,print
s1 <- syn(SD2011[,c("sex","age","edu","marital")], m = 3) summary(s1) summary(s1, msel = c(1,3))
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.