Other packages > Find by keyword >

bmem  

Mediation Analysis with Missing Data Using Bootstrap
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bmem", "2.1")



Attach the package and use:
library("bmem")
Maintained by
Zhiyong Zhang
[Scholar Profile | Author Map]
First Published: 2011-04-28
Latest Update: 2023-08-27
Description:
Four methods for mediation analysis with missing data: Listwise deletion, Pairwise deletion, Multiple imputation, and Two Stage Maximum Likelihood algorithm. For MI and TS-ML, auxiliary variables can be included. Bootstrap confidence intervals for mediation effects are obtained. The robust method is also implemented for TS-ML. Since version 1.4, bmem adds the capability to conduct power analysis for mediation models. Details about the methods used can be found in these articles. Zhang and Wang (2003) . Zhang (2014) .
How to cite:
Zhiyong Zhang (2011). bmem: Mediation Analysis with Missing Data Using Bootstrap. R package version 2.1, https://cran.r-project.org/web/packages/bmem. Accessed 08 May. 2025.
Previous versions and publish date:
1.1 (2011-04-28 17:36), 1.2.1 (2011-11-07 18:05), 1.2.2 (2011-11-08 18:35), 1.2 (2011-11-06 09:39), 1.3 (2012-06-26 16:50), 1.4 (2013-06-26 18:34), 1.5 (2013-10-08 08:18), 1.7 (2020-04-21 16:20), 1.8 (2020-09-20 00:20), 2.0 (2022-12-16 20:50)
Other packages that cited bmem R package
View bmem citation profile
Other R packages that bmem depends, imports, suggests or enhances
Complete documentation for bmem
Downloads during the last 30 days
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for bmem51015202530354045TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
Download / Learn more Package Citations See dependency  
MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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