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>.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | curl, httr2 (≥ 1.0.0), processx (≥ 3.8.0), rlang (≥ 1.1.0) |
| Suggests: | arrow, jsonlite, reticulate, testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2026-03-12 |
| DOI: | 10.32614/CRAN.package.rMIDAS2 |
| Author: | Thomas Robinson [aut, cre], Ranjit Lall [aut] |
| Maintainer: | Thomas Robinson <t.robinson7 at lse.ac.uk> |
| BugReports: | https://github.com/MIDASverse/MIDAS2/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/MIDASverse/MIDAS2 |
| NeedsCompilation: | no |
| SystemRequirements: | Python (>= 3.9) with the 'midasverse-midas-api' package |
| Materials: | NEWS |
| CRAN checks: | rMIDAS2 results |
| Reference manual: | rMIDAS2.html , rMIDAS2.pdf |
| Vignettes: |
Getting Started with rMIDAS2 (source, R code) |
| Package source: | rMIDAS2_0.1.1.tar.gz |
| Windows binaries: | r-devel: rMIDAS2_0.1.1.zip, r-release: not available, r-oldrel: rMIDAS2_0.1.1.zip |
| macOS binaries: | r-release (arm64): rMIDAS2_0.1.1.tgz, r-oldrel (arm64): rMIDAS2_0.1.1.tgz, r-release (x86_64): rMIDAS2_0.1.1.tgz, r-oldrel (x86_64): rMIDAS2_0.1.1.tgz |
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