View source: R/multinomial_impute.R
multinomial_impute | R Documentation |
Impute values for multivariate multinomial data using either EM or Data Augmentation.
multinomial_impute( dat, method = c("EM", "DA"), conj_prior = c("none", "data.dep", "flat.prior", "non.informative"), alpha = NULL, verbose = FALSE, ... )
dat |
A |
method |
|
conj_prior |
A string specifying the conjugate prior. One of
|
alpha |
The vector of counts α for a Dir(α) prior. Must be specified if
|
verbose |
Logical. If |
... |
Arguments to be passed to other methods |
An object of class imputeMulti-class
Schafer, Joseph L. Analysis of incomplete multivariate data. Chapter 7. CRC press, 1997.
data_dep_prior_multi
, multinomial_em
## Not run: data(tract2221) imputeEM <- multinomial_impute(tract2221[,1:4], method= "EM", conj_prior = "none", verbose= TRUE) imputeDA <- multinomial_impute(tract2221[,1:4], method= "DA", conj_prior = "non.informative", verbose= TRUE) ## End(Not run)
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