Other packages > Find by keyword >

misl  

Multiple Imputation by Super Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("misl", "1.0.0")



Attach the package and use:
library("misl")
Maintained by
Justin Manjourides
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-30
Latest Update: 2026-03-30
Description:
Performs multiple imputation of missing data using an ensemble super learner built with the tidymodels framework. For each incomplete column, a stacked ensemble of candidate learners is trained on a bootstrap sample of the observed data and used to generate imputations via predictive mean matching (continuous), probability draws (binary), or cumulative probability draws (categorical). Supports parallelism across imputed datasets via the future framework.
How to cite:
Justin Manjourides (2026). misl: Multiple Imputation by Super Learning. R package version 1.0.0, https://cran.r-project.org/web/packages/misl. Accessed 07 Jun. 2026.
Previous versions and publish date:
1.0.0 (2026-03-30 20:10)
Other packages that cited misl R package
View misl citation profile
Other R packages that misl depends, imports, suggests or enhances
Complete documentation for misl
Functions, R codes and Examples using the misl R package
Full misl package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
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  
curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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