ui: Uncertainty Intervals and Sensitivity Analysis for Missing Data
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 |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=ui
to link to this page.