profile.uiols

fitted

plot.all

Specify which variables should be plotted by either sending in their names in a vector or a vector with their numbers (1 intercept, 2 for the first covariate etc.).

which

If TRUE, also plots the intercept.

intercept

Title for x-axis, default is <code>expression(rho)</code>.

xlab

Title for y-axis, default is the variable names.

ylab

Additional arguments, for instance margins.

Plot function for objects returned from <code><a rd-options="" href="/link/ui.ols?package=ui&version=0.1.1" data-mini-rdoc="ui::ui.ols">ui.ols</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

profile.uiols function

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

profile.uiols: Plot of UI and CI

Description

Usage

Arguments