plot.uicausal

If TRUE the doubly robust estimator is plotted, otherwise the outcome regression estimator is plotted.

main

Title for xaxis, default is <code>expression(rho)</code>.

xlab

Title for y axis, default is no title.

ylab

Additional arguments, use is discouraged.

Plot function for objects returned from <code><a rd-options="" href="/link/ui.causal?package=ui&version=0.1.1" data-mini-rdoc="ui::ui.causal">ui.causal</a></code>.
Plots confidence intervals for different values of rho and the uncertainty interval.

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>.

Minna Genbaeck

Uncertainty Intervals and Sensitivity Analysis for Missing Data

plot.uicausal function

Plot function for objects returned from <code><a rd-options='' href='ui.causal'>ui.causal</a></code>.
Plots confidence intervals for different values of rho and the uncertainty interval.

plot.uicausal: Plot of UI and CI

Description

Usage

Arguments