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Generalizability Path Example: Characterizing Underrepresented Populations4 months ago
Overview | The diabetes_data Dataset | Checking Covariate Overlap | Fitting ROOT in Generalizability Mode | Inspecting the Results | Print summary | Detailed summary | Terminal node rules | Visualizing the Characterization Tree | Interpreting the Output | Key Parameters | Reference
ROOT 0.2.0Peter Liu generalizability_path_example.Rmd
Quickstart Guide to ROOT4 months ago
Installation | What is ROOT? | Basic usage | Inspecting results | Next steps
ROOT 0.2.0Peter Liu quickstart.Rmd
Optimization Path Example: Portfolio Selection via Variance Minimization4 months ago
Overview | Problem Setup | Why portfolio selection? | Mapping to ROOT's framework | Simulating the Data | Distribution of asset risk | Fitting ROOT | Inspecting the Results | Print summary | Detailed summary | Visualizing the Characterized Tree | Examining the Weights | Visualizing the inclusion decision | Using a Custom Objective Function | Key Parameters | Reference
ROOT 0.2.0Peter Liu optimization_path_example.Rmd