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) and Genbaeck, M., Ng, N., Stanghellini, E., de Luna, X. (2018) ; 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) .


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install.packages("ui")

0.1.1 by Minna Genbaeck, a year ago


Browse source code at https://github.com/cran/ui


Authors: Minna Genbaeck [aut, cre] ,


Documentation:   PDF Manual  


Task views: Missing Data


GPL-2 license


Imports Matrix, maxLik, mvtnorm, numDeriv, graphics, stats

Suggests MASS


See at CRAN