Package: rMIDAS2 0.1.1

rMIDAS2: Multiple Imputation with 'MIDAS2' Denoising Autoencoders

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>.

Authors:Thomas Robinson [aut, cre], Ranjit Lall [aut]

rMIDAS2_0.1.1.tar.gz
rMIDAS2_0.1.1.zip(r-4.7)rMIDAS2_0.1.1.zip(r-4.6)rMIDAS2_0.1.1.zip(r-4.5)
rMIDAS2_0.1.1.tgz(r-4.6-any)rMIDAS2_0.1.1.tgz(r-4.5-any)
rMIDAS2_0.1.1.tar.gz(r-4.7-any)rMIDAS2_0.1.1.tar.gz(r-4.6-any)
rMIDAS2_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rMIDAS2/json (API)
NEWS

# Install 'rMIDAS2' in R:
install.packages('rMIDAS2', repos = c('https://tsrobinson.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/midasverse/midas2/issues

On CRAN:

Conda:

2.00 score 4 scripts 160 downloads 12 exports 16 dependencies

Last updated from:2f61f05489. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK135
source / vignettesOK216
linux-release-x86_64OK129
macos-release-arm64OK99
macos-oldrel-arm64OK100
windows-develOK89
windows-releaseOK83
windows-oldrelOK100
wasm-releaseOK112

Exports:combineensure_serverimp_meaninstall_backendmidasmidas_fitmidas_transformoverimputestart_serverstop_serveruninstall_backendupdate_backend

Dependencies:askpassclicurlgluehttr2lifecyclemagrittropensslprocessxpsR6rappdirsrlangsysvctrswithr

Getting Started with rMIDAS2

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon May 16 2026.

Last update: 2026-03-12
Started: 2026-03-12