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 |