Files in PLUCR

Policy Learning Under Constraint

R/alternated_procedure.R R/process_probability.R R/plot_functions.R R/synthetic_data.R R/main_algorithm.R R/objective_functions.R R/other_approaches.R R/estimation.R R/cross-fitting.R R/SL.grf.R R/process_results.R R/optim_functions.R R/utils.R inst/doc/PLUCR.Rmd inst/doc/PLUCR.R vignettes/PLUCR.Rmd man/delta_mu_constant.Rd man/make_psi.Rd man/delta_nu_mix.Rd man/model_Xi_threshold.Rd man/naive_approach_algorithm.Rd man/update_mu_XA.Rd man/estimate_nu.Rd man/oracular_process_results.Rd man/sigma_beta_prime.Rd man/SGD.Rd man/synthetic_data_plot.Rd man/FW.Rd man/estimate_ps.Rd man/model_Y_mix.Rd man/model_Xi_linear.Rd man/binary_S_p.Rd man/delta_mu_linear.Rd man/predict.SL.grf.Rd man/delta_nu_linear.Rd man/generate_data.Rd man/R_p.Rd man/SuperLearner.CV.control.Rd man/update_nu_XA.Rd man/check_data.Rd man/sigma_beta.Rd man/oracular_approach_algorithm.Rd man/visual_treatment_plot.Rd man/plot_realistic.Rd man/plot_metric_comparison.Rd man/learn_threshold.Rd man/Lagrangian_p.Rd man/process_results.Rd man/HX.Rd man/model_Y_threshold.Rd man/model_Xi_realistic.Rd man/Optimization_Estimation.Rd man/model_Y_linear.Rd man/model_Y_constant.Rd man/V_Pn.Rd man/delta_nu_satisfied.Rd man/update_mu.Rd man/update_nu.Rd man/lwr_upper_bound_estimators.Rd man/SL.grf.Rd man/phi_inv.Rd man/main_algorithm.Rd man/generate_realistic_data.Rd man/model_Y_realistic.Rd man/estimate_mu.Rd man/CVFolds.Rd man/model_Xi_mix.Rd man/get_opt_beta_lambda.Rd man/V_p.Rd man/model_Xi_satisfied.Rd man/phi.Rd man/delta_mu_null.Rd man/grad_Lagrangian_p.Rd man/S_p.Rd man/delta_mu_threshold.Rd man/delta_mu_realistic.Rd man/delta_nu_realistic.Rd man/model_Y_null.Rd man/estimate_real_valued_mu.Rd man/delta_nu_threshold.Rd man/delta_mu_mix.Rd