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 21 Aug. 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

potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
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  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

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