| abc | Compute the area between curves from the '"precmed"' object |
| abc.precmed | Compute the area between curves from the '"precmed"' object |
| arg.checks | Check arguments Catered to all types of outcome Apply at the... |
| arg.checks.common | Check arguments that are common to all types of outcome USed... |
| atefit | Doubly robust estimator of and inference for the average... |
| atefitcount | Doubly robust estimator of and inference for the average... |
| atefitmean | Doubly robust estimator of and inference for the average... |
| atefitsurv | Doubly robust estimator of and inference for the average... |
| auc | Compute the area under the curve using linear or natural... |
| balancemean.split | Split the given dataset into balanced training and validation... |
| balance.split | Split the given dataset into balanced training and validation... |
| balancesurv.split | Split the given time-to-event dataset into balanced training... |
| boxplot.precmed | A set of box plots of estimated ATEs from the '"precmed"'... |
| catecv | Cross-validation of the conditional average treatment effect... |
| catecvcount | Cross-validation of the conditional average treatment effect... |
| catecvmean | Cross-validation of the conditional average treatment effect... |
| catecvsurv | Cross-validation of the conditional average treatment effect... |
| catefit | Estimation of the conditional average treatment effect (CATE)... |
| catefitcount | Estimation of the conditional average treatment effect (CATE)... |
| catefitmean | Estimation of the conditional average treatment effect (CATE)... |
| catefitsurv | Estimation of the conditional average treatment effect (CATE)... |
| countExample | Simulated data with count outcome |
| cox.rmst | Estimate restricted mean survival time (RMST) based on Cox... |
| data.preproc | Data preprocessing Apply at the beginning of 'pmcount()' and... |
| data.preproc.mean | Data preprocessing Apply at the beginning of 'catefitmean()'... |
| data.preproc.surv | Data preprocessing Apply at the beginning of... |
| drcount | Doubly robust estimator of the average treatment effect for... |
| drmean | Doubly robust estimator of the average treatment effect for... |
| drsurv | Doubly robust estimator of the average treatment effect with... |
| estcount.bilevel.subgroups | Estimate the Average Treatment Effect of the log risk ratio... |
| estcount.multilevel.subgroup | Estimate the ATE of the log RR ratio in one multilevel... |
| estmean.bilevel.subgroups | Estimate the ATE of the mean difference in multiple bi-level... |
| estmean.multilevel.subgroup | Estimate the ATE of the mean difference in one multilevel... |
| estsurv.bilevel.subgroups | Estimate the ATE of the RMTL ratio and unadjusted hazard... |
| estsurv.multilevel.subgroups | Estimate the ATE of the RMTL ratio and unadjusted hazard... |
| generate_kfold_indices | Generate K-fold Indices for Cross-Validation |
| glm.ps | Propensity score estimation with LASSO |
| glm.simplereg.ps | Propensity score estimation with a linear model |
| intxcount | Estimate the CATE model using specified scoring methods |
| intxmean | Estimate the CATE model using specified scoring methods |
| intxsurv | Estimate the CATE model using specified scoring methods for... |
| ipcw.surv | Probability of being censored |
| meanCatch | Catch errors and warnings when estimating the ATEs in the... |
| meanExample | Simulated data with a continuous outcome |
| onearmglmcount.dr | Doubly robust estimators of the coefficients in the two... |
| onearmglmmean.dr | Doubly robust estimators of the coefficients in the two... |
| onearmsurv.dr | Doubly robust estimators of the coefficients in the two... |
| plot.atefit | Histogram of bootstrap estimates |
| plot.precmed | Two side-by-side line plots of validation curves from the... |
| print.atefit | Print function for atefit |
| print.catefit | Print function for atefit |
| scorecount | Calculate the log CATE score given the baseline covariates... |
| scoremean | Calculate the CATE score given the baseline covariates for... |
| scoresurv | Calculate the log CATE score given the baseline covariates... |
| survCatch | Catch errors and warnings when estimating the ATEs in the... |
| survivalExample | Simulated data with survival outcome |
| twoarmglmcount.dr | Doubly robust estimators of the coefficients in the contrast... |
| twoarmglmmean.dr | Doubly robust estimators of the coefficients in the contrast... |
| twoarmsurv.dr | Doubly robust estimators of the coefficients in the contrast... |
