Package: ui 0.1.1

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>.

Authors:Minna Genbaeck [aut, cre],

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ui.pdf |ui.html
ui/json (API)
NEWS

# Install 'ui' in R:
install.packages('ui', repos = c('https://minnage.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

18 exports 0.00 score 10 dependencies 148 downloads

Last updated 5 years agofrom:c426fcbce6

Exports:gridrho.fgrrhessinterv.plambda0lambda1LogL.probitLogl.sandACTML.probitsandACTsandImpACEsandImpACTse.olssigmaOLScor0sigmaOLScor1ui.causalui.olsui.probit

Dependencies:digestgenericslatticeMatrixmaxLikmiscToolsmvtnormnumDerivsandwichzoo