Uncertainty Intervals and Sensitivity Analysis for Missing Data
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Documentation for package ‘ui’ version 1.0.1
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 |