Generating Synthetic Versions of Sensitive Microdata for Statistical Disclosure Control


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Documentation for package ‘synthpop’ version 1.1-0

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synthpop-package Generating synthetic versions of sensitive microdata for statistical disclosure control
compare.fit.synds Compare model estimates based on synthesised and observed data
compare.synds Compare synthesised and observed data
glm.synds Fitting (generalized) linear models to synthetic data
lm.synds Fitting (generalized) linear models to synthetic data
print.compare.fit.synds Compare model estimates based on synthesised and observed data
print.compare.synds Compare synthesised and observed data
print.fit.synds Fitting (generalized) linear models to synthetic data
print.summary.fit.synds Inference from synthetic data
print.summary.synds Synthetic data object summaries
print.synds Generating synthetic data sets
read.obs Importing original data sets form external files
replicated.uniques Replications in synthetic data
SD2011 Social Diagnosis 2011 - Objective and Subjective Quality of Life in Poland
sdc Tools for statistical disclosure control (sdc)
summary.fit.synds Inference from synthetic data
summary.synds Synthetic data object summaries
syn Generating synthetic data sets
syn.cart Synthesis by classification and regression trees (CART)
syn.ctree Synthesis by classification and regression trees (CART)
syn.cubertnorm Synthesis by linear regression after transformation of a dependent variable
syn.lognorm Synthesis by linear regression after transformation of a dependent variable
syn.logreg Synthesis by logistic regression
syn.norm Synthesis by linear regression
syn.normrank Synthesis by normal linear regression preserving the marginal distribution
syn.passive Passive synthesis
syn.pmm Synthesis by predictive mean matching
syn.polr Synthesis by ordered polytomous regression
syn.polyreg Synthesis by unordered polytomous regression
syn.sample Synthesis by simple random sampling
syn.sqrtnorm Synthesis by linear regression after transformation of a dependent variable
syn.surv.ctree Synthesis of survival time by classification and regression trees (CART)
synthpop Generating synthetic versions of sensitive microdata for statistical disclosure control
write.syn Exporting synthetic data sets to external files