Learn R Programming

mice (version 1.14)

impute.sample: Elementary Imputation Method: Simple Random Sample

Description

Imputes a random sample from the observed y data

Usage

impute.sample(y, ry, x=NULL)

Arguments

y
Incomplete data vector of length n
ry
Vector of missing data pattern (FALSE=missing, TRUE=observed)
x
Matrix (n x p) of complete covariates.

Value

  • A vector of length nmis with imputations.

Details

This function takes a simple random sample from the observed values in y, and returns these as imputations.

References

Van Buuren, S. & Oudshoorn, C.G.M. (2000). Multivariate Imputation by Chained Equations: MICE V1.0 User's manual. Report PG/VGZ/00.038, TNO Prevention and Health, Leiden.