Package: NNMIS 1.0.1

Chiu-Hsieh Hsu

NNMIS: Nearest Neighbor Based Multiple Imputation for Survival Data with Missing Covariates

Imputation for both missing covariates and censored observations (optional) for survival data with missing covariates by the nearest neighbor based multiple imputation algorithm as described in Hsu et al. (2006) <doi:10.1002/sim.2452>, and Hsu and Yu (2018) <doi:10.1177/0962280218772592>. Note that the current version can only impute for a situation with one missing covariate.

Authors:Di Ran, Chiu-Hsieh Hsu, Mandi Yu

NNMIS_1.0.1.tar.gz
NNMIS_1.0.1.tar.gz(r-4.5-noble)NNMIS_1.0.1.tar.gz(r-4.4-noble)
NNMIS_1.0.1.tgz(r-4.4-emscripten)NNMIS_1.0.1.tgz(r-4.3-emscripten)
NNMIS.pdf |NNMIS.html✨
NNMIS/json (API)

# Install 'NNMIS' in R:
install.packages('NNMIS', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 122 downloads 5 exports 3 dependencies

Last updated 6 years agofrom:38d0880b95. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 25 2025
R-4.5-linuxOKMar 25 2025
R-4.4-linuxOKMar 25 2025

Exports:coxph.poolkm.poolnnmiNNMISplotKM

Dependencies:latticeMatrixsurvival

Citation

To cite package ‘NNMIS’ in publications use:

Ran D, Hsu C, Yu M (2019). NNMIS: Nearest Neighbor Based Multiple Imputation for Survival Data with Missing Covariates. R package version 1.0.1, https://CRAN.R-project.org/package=NNMIS.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {NNMIS: Nearest Neighbor Based Multiple Imputation for
      Survival Data with Missing Covariates},
    author = {Di Ran and Chiu-Hsieh Hsu and Mandi Yu},
    year = {2019},
    note = {R package version 1.0.1},
    url = {https://CRAN.R-project.org/package=NNMIS},
  }