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ui: Uncertainty Intervals and Sensitivity Analysis for Missing Data

Implements functions to derive uncertainty intervals for (i) regression (linear and probit) parameters when outcome is missing not at random (non-ignorable missingness) introduced in Genbaeck, M., Stanghellini, E., de Luna, X. (2015) <doi:10.1007/s00362-014-0610-x> and Genbaeck, M., Ng, N., Stanghellini, E., de Luna, X. (2018) <doi:10.1007/s10433-017-0448-x>; and (ii) double robust and outcome regression estimators of average causal effects (on the treated) with possibly unobserved confounding introduced in Genbaeck, M., de Luna, X. (2018) <doi:10.1111/biom.13001>.

Version:0.1.1
Depends:R (≥ 3.5)
Imports:Matrix,maxLik,mvtnorm,numDeriv, graphics, stats
Suggests:MASS
Published:2019-11-11
DOI:10.32614/CRAN.package.ui
Author:Minna Genbaeck [aut, cre],
Maintainer:Minna Genbaeck <minna.genback at umu.se>
License:GPL-2
NeedsCompilation:no
Materials:NEWS
In views:CausalInference,MissingData
CRAN checks:ui results

Documentation:

Reference manual:ui.html ,ui.pdf

Downloads:

Package source: ui_0.1.1.tar.gz
Windows binaries: r-devel:ui_0.1.1.zip, r-release:ui_0.1.1.zip, r-oldrel:ui_0.1.1.zip
macOS binaries: r-release (arm64):ui_0.1.1.tgz, r-oldrel (arm64):ui_0.1.1.tgz, r-release (x86_64):ui_0.1.1.tgz, r-oldrel (x86_64):ui_0.1.1.tgz
Old sources: ui archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=uito link to this page.


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