Package: smcfcs 1.9.1
smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification
Implements multiple imputation of missing covariates by Substantive Model Compatible Fully Conditional Specification. This is a modification of the popular FCS/chained equations multiple imputation approach, and allows imputation of missing covariate values from models which are compatible with the user specified substantive model.
Authors:
smcfcs_1.9.1.tar.gz
smcfcs_1.9.1.zip(r-4.5)smcfcs_1.9.1.zip(r-4.4)smcfcs_1.9.1.zip(r-4.3)
smcfcs_1.9.1.tgz(r-4.4-any)smcfcs_1.9.1.tgz(r-4.3-any)
smcfcs_1.9.1.tar.gz(r-4.5-noble)smcfcs_1.9.1.tar.gz(r-4.4-noble)
smcfcs_1.9.1.tgz(r-4.4-emscripten)smcfcs_1.9.1.tgz(r-4.3-emscripten)
smcfcs.pdf |smcfcs.html✨
smcfcs/json (API)
| # Install 'smcfcs' in R: |
| install.packages('smcfcs', repos = c('https://jwb133.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jwb133/smcfcs/issues
- ex_cc - Simulated case cohort data
- ex_compet - Simulated example data with competing risks outcome and partially observed covariates
- ex_coxquad - Simulated example data with time to event outcome and quadratic covariate effects
- ex_dtsam - Simulated discrete time survival data set
- ex_finegray - Simulated example data with competing risks outcome and partially observed covariates
- ex_flexsurv - Simulated example data with time-to-event Weibull outcome and two covariates
- ex_lininter - Simulated example data with continuous outcome and interaction between two partially observed covariates
- ex_linquad - Simulated example data with continuous outcome and quadratic covariate effects
- ex_logisticquad - Simulated example data with binary outcome and quadratic covariate effects
- ex_ncc - Simulated nested case-control data
- ex_poisson - Simulated example data with count outcome, modelled using Poisson regression
Last updated 3 days agofrom:885de14ce6. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 15 2024 |
| R-4.5-win | OK | Nov 15 2024 |
| R-4.5-linux | OK | Nov 15 2024 |
| R-4.4-win | NOTE | Nov 15 2024 |
| R-4.4-mac | NOTE | Nov 15 2024 |
| R-4.3-win | NOTE | Nov 15 2024 |
| R-4.3-mac | NOTE | Nov 15 2024 |
Exports:smcfcssmcfcs.casecohortsmcfcs.dtsamsmcfcs.finegraysmcfcs.flexsurvsmcfcs.nestedccsmcfcs.parallel
Dependencies:abindbackportsbrglm2checkmateenrichwithlatticeMASSMatrixnnetnumDerivrlangsurvivalVGAM
