Other packages > Find by keyword >

smcfcs  

Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification
View on CRAN: Click here


Download and install smcfcs package within the R console
Install from CRAN:
install.packages("smcfcs")

Install from Github:
library("remotes")
install_github("cran/smcfcs")

Install by package version:
library("remotes")
install_version("smcfcs", "1.9.1")



Attach the package and use:
library("smcfcs")
Maintained by
Jonathan Bartlett
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-05-13
Latest Update: 2022-11-07
Description:
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.
How to cite:
Jonathan Bartlett (2015). smcfcs: Multiple Imputation of Covariates by Substantive Model Compatible Fully Conditional Specification. R package version 1.9.1, https://cran.r-project.org/web/packages/smcfcs. Accessed 01 Feb. 2025.
Previous versions and publish date:
1.0.0 (2015-05-13 00:54), 1.1.0 (2015-08-22 00:17), 1.1.1 (2015-11-23 12:20), 1.2.0 (2016-01-30 18:52), 1.2.1 (2016-02-05 00:50), 1.3.0 (2017-06-03 08:27), 1.3.1 (2018-10-10 13:50), 1.4.0 (2019-03-30 19:30), 1.4.1 (2020-03-30 18:50), 1.4.2 (2020-12-07 13:40), 1.5.0 (2021-04-01 18:50), 1.6.0 (2021-06-17 18:30), 1.6.1 (2022-01-18 18:10), 1.6.2 (2022-05-16 08:50), 1.7.0 (2022-06-22 11:50), 1.7.1 (2022-11-07 18:10), 1.8.0 (2024-06-04 20:40), 1.9.0 (2024-11-07 21:40), 1.9.1 (2024-12-04 12:30)
Other packages that cited smcfcs R package
View smcfcs citation profile
Other R packages that smcfcs depends, imports, suggests or enhances
Complete documentation for smcfcs
Functions, R codes and Examples using the smcfcs R package
Some associated functions: ex_cc . ex_compet . ex_coxquad . ex_dtsam . ex_lininter . ex_linquad . ex_logisticquad . ex_ncc . ex_poisson . plot.smcfcs . smcfcs.casecohort . smcfcs.dtsam . smcfcs.nestedcc . smcfcs . smcfcs.parallel . 
Some associated R codes: plot_convergence.R .  Full smcfcs package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

extraoperators  
Extra Binary Relational and Logical Operators
Speed up common tasks, particularly logical or relational comparisons and routine follow up tasks s ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
longit  
High Dimensional Longitudinal Data Analysis Using MCMC
High dimensional longitudinal data analysis with Markov Chain Monte Carlo(MCMC). Currently support ...
Download / Learn more Package Citations See dependency  
bayesDP  
Implementation of the Bayesian Discount Prior Approach for Clinical Trials
Functions for data augmentation using the Bayesian discount prior method for single arm and two-arm ...
Download / Learn more Package Citations See dependency  
tidyxl  
Read Untidy Excel Files
Imports non-tabular from Excel files into R.Exposes cell content, position and formatting in a tidy ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA