Uncertainty Intervals and Sensitivity Analysis for Missing Data

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Documentation for package ‘ui’ version 0.1.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

gridrho.f	Support function for 'ui.causal'
grr	Gradient for the loglikelihood used by ui.probit
hess	Hessian for the loglikelihood used by ui.probit
interv.p	Print interval in parantesis
lambda0	Inverse Mills rato
lambda1	Inverse Mills rato
LogL.probit	Loglikelihood used by ui.probit
Logl.sandACT	Loglikelohood used in sandwich estimator of average causal effect on the treated for DR
ML.probit	Fit maximum likelihood for fixed values of rho
plot.uicausal	Plot of UI and CI
plot.uiols	Plot of UI and CI
plot.uiprobit	Plot of UI and CI
print.uicausal	Print function for object of class uicausal
print.uiols	Prints objects of class uiols
print.uiprobit	Prints objects of class uiprobit
profile.uicausal	Plot of UI and CI
profile.uiols	Plot of UI and CI
profile.uiprobit	Plot of UI and CI
sandACT	Calculates standard error of Average causal effect on the treated
sandImpACE	Calculates standard error of Average causal effect
sandImpACT	Calculates standard error of Average causal effect on the treated
se.ols	Calculation of se for OLS
sigmaOLScor0	Correction of OLS sigma for causal effects
sigmaOLScor1	Correction of OLS sigma
ui.causal	Uncertainty intervals for Average Causal Effects
ui.ols	Uncertainty intervals for OLS regression
ui.probit	Uncertainty intervals for probit regression