Other packages > Find by keyword >

rMIDAS2  

Multiple Imputation with 'MIDAS2' Denoising Autoencoders
View on CRAN: Click here


Download and install rMIDAS2 package within the R console
Install from CRAN:
install.packages("rMIDAS2")

Install from Github:
library("remotes")
install_github("cran/rMIDAS2")

Install by package version:
library("remotes")
install_version("rMIDAS2", "0.1.1")



Attach the package and use:
library("rMIDAS2")
Maintained by
Thomas Robinson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-12
Latest Update: 2026-03-12
Description:
Fits 'MIDAS' denoising autoencoder models for multiple imputation of missing data, generates multiply-imputed datasets, computes imputation means, and runs Rubin's rules regression analysis. Wraps the 'MIDAS2' 'Python' engine via a local 'FastAPI' server over 'HTTP', so no 'reticulate' dependency is needed at runtime. Methods are described in Lall and Robinson (2022) <doi:10.1017/pan.2020.49> and Lall and Robinson (2023) <doi:10.18637/jss.v107.i09>.
How to cite:
Thomas Robinson (2026). rMIDAS2: Multiple Imputation with 'MIDAS2' Denoising Autoencoders. R package version 0.1.1, https://cran.r-project.org/web/packages/rMIDAS2. Accessed 29 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited rMIDAS2 R package
View rMIDAS2 citation profile
Other R packages that rMIDAS2 depends, imports, suggests or enhances
Complete documentation for rMIDAS2
Functions, R codes and Examples using the rMIDAS2 R package
Full rMIDAS2 package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

RadData  
Nuclear Decay Data for Dosimetric Calculations - ICRP 107
Nuclear Decay Data for Dosimetric Calculations from the International Commission on Radiological Pr ...
Download / Learn more Package Citations See dependency  
rebus.datetimes  
Date and Time Extensions for the 'rebus' Package
Build regular expressions piece by piece using human readable code. This package contains date and ...
Download / Learn more Package Citations See dependency  
peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  
rbacon  
Age-Depth Modelling using Bayesian Statistics
An approach to age-depth modelling that uses Bayesian statistics to reconstruct accumulation histori ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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