Man pages for Netflix/sherlock
Causal Machine Learning for Segment Discovery and Analysis
| assign_rule | Assign Dynamic Treatment Rule from Conditional Average... |
| bound_propensity | Bounding Propensity Scores |
| bound_tolerance | Bounding to Numerical Tolerance |
| ci_wald | Confidence Intervals for Conditional Effects and Evaluation... |
| convert_to_learners | Converts List of Base Learner Specs into one Super Learner... |
| cost_funs | Cost Functions for Assignment of a Dynamic Treatment Rule |
| cv_dr_transform | Cross-Validated Doubly Robust Pseudo-Outcome Transformation |
| cv_fit_cate | Cross-Validated Fitting of the Conditional Average Treatment... |
| data_example | Natural experiment on the effect of a binary treatment on... |
| data_example_with_cost | Natural experiment on the effect of a binary treatment on... |
| est_ate | Average Treatment Effect of Treating the Optimal Segment |
| est_cate | Estimate the Conditional Average Treatment Effect Across... |
| est_effect | Efficient Estimation of Causal Effects Under Dynamic... |
| est_tsm | Efficient Estimation of Counterfactual Means of Dynamic Rules |
| fit_or_mech | Outcome Regression Estimation |
| fit_ps_mech | Propensity Score Estimation |
| fluc_update | Fit Fluctuation Model for Targeted Minimum Loss Estimation |
| Lrnr_prob_known | Predict with Probability Known A Priori |
| mycroft_assess | Mycroft Assesses the Population-level Causal Effects of the... |
| plot.sherlock | Plot Method for Sherlock Summary Output |
| print.sherlock | Print Method for Sherlock Summary Output |
| print.sherlock_effects | Print Method for Effects Summary Output |
| scale_from_unit | Scale values from the unit interval to their original scale |
| scale_to_unit | Scale values to the unit interval |
| set_est_data | Inspect the Input Data and Prepare for Estimation Routines |
| set_sherlock_options | Set Options for Causal Segmentation Analysis |
| sherlock_calculate | Sherlock Consults By Inspecting the Data and Evaluating... |
| summarize_segments | Summarize CATE Estimates and Dynamic Treatment Rule Across... |
| test_segments | Hypothesis Testing of the Segmented Conditional Average... |
| watson_segment | Watson Advises Sherlock By Detecting Segments and Assigning... |
