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Run LCMD Imputation (Overall)

run_lcmd_imputation.Rd

Performs left-censored missing data (LCMD) imputation using imputeLCMD::impute.MAR.MNAR() in overall mode.

Usage

run_lcmd_imputation(df, target_cols, control_LCMD = list())

Arguments

df

A data frame containing the data to impute.

target_cols

A character vector of column names to be imputed.

control_LCMD

A named list of optional arguments:

method.MAR

Method for MAR imputation (e.g., "KNN").

method.MNAR

Method for MNAR imputation (e.g., "QRILC", "MinProb").

Additional arguments accepted by imputeLCMD::impute.MAR.MNAR() may also be included.

Value

A data frame of the same shape and order as the input, with imputed values.