Other packages > Find by keyword >

mifa  

Multiple Imputation for Exploratory Factor Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mifa", "0.2.0")



Attach the package and use:
library("mifa")
Maintained by
Tobias Busch
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-22
Latest Update: 2021-01-22
Description:
Impute the covariance matrix of incomplete data so that factor analysis can be performed. Imputations are made using multiple imputation by Multivariate Imputation with Chained Equations (MICE) and combined with Rubin's rules. Parametric Fieller confidence intervals and nonparametric bootstrap confidence intervals can be obtained for the variance explained by different numbers of principal components. The method is described in Nassiri et al. (2018) .
How to cite:
Tobias Busch (2021). mifa: Multiple Imputation for Exploratory Factor Analysis. R package version 0.2.0, https://cran.r-project.org/web/packages/mifa. Accessed 30 Jan. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited mifa R package
View mifa citation profile
Other R packages that mifa depends, imports, suggests or enhances
Complete documentation for mifa
Functions, R codes and Examples using the mifa R package
Some associated functions: clean_n_pc . combine_rubin . get_fieller_ci . mice_impute_all_NA . mice_impute_once . mifa . mifa_ci_boot . mifa_ci_fieller . stop_constants . 
Some associated R codes: mice-helpers.R . mifa-ci.R . mifa-helpers.R . mifa.R .  Full mifa 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

kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
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  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
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