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Implements functions to derive uncertainty intervals for (i) regression (linear and probit) parameters under missing not at random (non-ignorable missingness) as introduced in Genbäck, M., Stanghellini, E., and de Luna, X. (2015) <doi:10.1007/s00362-014-0610-x> and Genbäck, M., Ng, N., Stanghellini, E., and de Luna, X. (2018) <doi:10.1007/s10433-017-0448-x>. Also includes methods for doubly robust and outcome regression estimators of average causal effects under unobserved confounding as in Genbäck, M. and de Luna, X. (2018) <doi:10.1111/biom.13001>, and for partial correlation analysis following Gorbach, T. and de Luna, X. (2018) <doi:10.1016/j.spl.2018.05.027>.
| Version: | 1.0.1 |
| Depends: | R (≥ 4.1) |
| Imports: | Matrix, maxLik, mvtnorm, numDeriv, graphics, stats, dplyr, plotly, ggplot2 |
| Suggests: | MASS, testthat (≥ 3.0.0) |
| Published: | 2026-06-25 |
| DOI: | 10.32614/CRAN.package.ui |
| Author: | Minna Genbäck [aut, cre], Tetiana Gorbach [aut] |
| Maintainer: | Minna Genbäck <minna.genback at umu.se> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | CausalInference, MissingData |
| CRAN checks: | ui results |
| Reference manual: | ui.html , ui.pdf |
| Package source: | ui_1.0.1.tar.gz |
| Windows binaries: | r-devel: ui_1.0.1.zip, r-release: ui_0.1.1.zip, r-oldrel: ui_1.0.1.zip |
| macOS binaries: | r-release (arm64): ui_1.0.1.tgz, r-oldrel (arm64): ui_1.0.1.tgz, r-release (x86_64): ui_1.0.1.tgz, r-oldrel (x86_64): ui_1.0.1.tgz |
| Old sources: | ui archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.