Man pages for drord
Doubly-Robust Estimators for Ordinal Outcomes
| bca_interval | Compute a BCa confidence interval |
| bca_logodds | Compute a BCa bootstrap confidence interval for the weighted... |
| bca_mannwhitney | Compute a BCa bootstrap confidence interval for the... |
| bca_marg_dist | Compute a BCa bootstrap confidence interval for the weighted... |
| bca_wmean | Compute a BCa bootstrap confidence interval for the weighted... |
| compute_trt_spec_bca_intervals | Used to compute treatment-specific BCa intervals for the CDF... |
| compute_trt_spec_marg_dist_ptwise_ci | Compute simultaneous confidence interval for... |
| compute_trt_spec_marg_dist_simul_ci | Compute simultaneous confidence interval for... |
| covid19 | Simulated COVID-19 outcomes for hospitalized patients. |
| drord | Doubly robust estimates of for evaluating effects of... |
| eif_pmf_k | Get EIF estimates for treatment-specific PMF at a particular... |
| eif_theta_k | Get EIF estimates for treatment-specific CDF at a particular... |
| estimate_cdf | Map an estimate of the conditional PMF into an estimate of... |
| estimate_ci_logodds | Compute confidence interval/s for the log-odds parameters |
| estimate_ci_mannwhitney | Compute confidence interval/s for the Mann-Whitney parameter |
| estimate_ci_marg_dist | Compute confidence interval/s for the treatment specific PMF... |
| estimate_ci_wmean | Compute confidence interval/s for the weight mean parameters |
| estimate_cond_mean | Map an estimate of treatment-specific PMF into an estimate of... |
| estimate_eif_wmean | Obtain an estimate of the efficient influence function for... |
| estimate_logodds | implements a plug-in estimator of equation (2) in Diaz et al |
| estimate_mannwhitney | Compute the estimate of Mann-Whitney based on conditional CDF... |
| estimate_pmf | Get a treatment-specific estimate of the conditional PMF.... |
| estimate_treat_prob | Estimate probability of receiving each level of treatment |
| estimate_wmean | Compute the estimate of the weighted mean parameter based on... |
| evaluate_beta_cov | Get the covariance matrix for beta |
| evaluate_mannwhitney_gradient | Compute the estimated gradient of the Mann-Whitney parameter.... |
| evaluate_marg_cdf_eif | Get eif estimates for treatment-specific CDF |
| evaluate_marg_cdf_ptwise_ci | Evaluate pointwise confidence interval for marginal CDF. |
| evaluate_marg_dist_simul_ci | Evaluate simultaneous confidence interval for marginal PMF or... |
| evaluate_marg_pmf_eif | Get eif estimates for treatment-specific PMF |
| evaluate_marg_pmf_ptwise_ci | Evaluate pointwise confidence interval for marginal PMF. |
| evaluate_theta_cov | get a covariance matrix for the estimated CDF |
| evaluate_trt_spec_pmf_eif | Get a matrix of eif estimates for treatment-specific PMF |
| evaluate_trt_spec_theta_eif | get a matrix of eif estimates for the treatment-specific CDF... |
| fit_trt_spec_reg | Helper function to fit a treatment specific outcome... |
| get_one_logodds | Compute one log odds based on a given data set. |
| get_one_mannwhitney | Compute one estimate of Mann-Whitney parameter based on a... |
| get_one_marg_dist | Compute one estimate of the marginal CDF/PMF on a given data... |
| get_one_wmean | Compute one weighted mean based on a given data set. |
| getResponseFromFormula | Get a response from model formula |
| jack_logodds | Compute jackknife log-odds estimates. |
| jack_mannwhitney | Compute Mann-Whitney log-odds estimates. |
| jack_marg_cdf | Compute jackknife distribution estimates. |
| jack_wmean | Compute jackknife weighted mean estimates. |
| marginalize_cdf | Marginalize over empirical distribution to obtain marginal... |
| marginalize_pmf | Marginalize over empirical distribution to obtain marginal... |
| one_boot_logodds | Get one bootstrap computation of the log odds parameters. |
| one_boot_mannwhitney | Get one bootstrap computation of the Mann-Whitney parameter. |
| one_boot_marg_dist | Get one bootstrap computation of the CDF and PMF estimates |
| one_boot_wmean | Get one bootstrap computation of the weighted mean... |
| plot.drord | Print the output of a '"drord"' object. |
| POplugin | Fits a proportional odds model via pooled logistic... |
| predict.POplugin | Predict method for a 'POplugin' object |
| print.drord | Print the output of a '"drord"' object. |
| trimmed_logit | Trimmed logistic function |
| wald_ci_wmean | Compute a Wald confidence interval for the weighted mean |
