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) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.1.1 by Minna Genbaeck, 2 years 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