R: Uncertainty Intervals and Sensitivity Analysis for Missing Data

# Uncertainty Intervals and Sensitivity Analysis for Missing Data

## Documentation for package ‘ui’ version 1.0.1

- 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_sand_act | 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.uiols | Plot of UI and CI
plot.uipcor | Plot of UI and CI for partial correlation
plot.uiprobit | Plot of UI and CI
print.uicausal | Print function for object of class uicausal
print.uiols | Prints objects of class uiols
print.uipcor | Prints objects of class uipcor
print.uiprobit | Prints objects of class uiprobit
profile | Profile method for ui objects
profile.uicausal | Plot of UI and CI
profile.uiols | Plot of UI and CI
profile.uipcor | Plot of confidence intervals for partial correlation by values of the sensitivity parameter (s).
profile.uiprobit | Plot of UI and CI
sand_dr_act | Calculates standard error of Average causal effect on the treated
sand_or_ace | Calculates standard error of Average causal effect
sand_or_act | Calculates standard error of Average causal effect on the treated
se_ols | Calculation of se for OLS
sigma_ols_cor0 | Correction of OLS sigma for causal effects
sigma_ols_cor1 | Correction of OLS sigma
ui_causal | Uncertainty intervals for Average Causal Effects
ui_ols | Uncertainty intervals for OLS regression
ui_pcor | Uncertainty intervals for partial correlation
ui_probit | Uncertainty intervals for probit regression