Man pages for stochtree
Stochastic Tree Ensembles (XBART and BART) for Supervised Learning and Causal Inference
| bart | Run BART for Supervised Learning |
| BARTSerialization | BART Serialization Routines |
| bcf | Run BCF for Causal Effect Estimation |
| BCFSerialization | BCF Serialization Routines |
| calibrateInverseGammaErrorVariance | Calibrate Inverse Gamma Prior |
| computeBARTPosteriorInterval | Compute BART Posterior Credible Intervals |
| computeBCFPosteriorInterval | Compute BCF Posterior Credible Intervals |
| computeContrastBARTModel | Compute Contrast for BART Model |
| computeContrastBCFModel | Compute Contrast for BCF Model |
| CppJson | JSON C++ Object Wrapper |
| CppRNG | Random Number Generator C++ Wrapper |
| createCppRNG | Create CppRNG Object |
| createForest | Create Forest Object |
| createForestDataset | Create ForestDataset Object |
| createForestModel | Create ForestModel Object |
| createForestModelConfig | Create ForestModelConfig Object |
| createForestSamples | Create ForestSamples Object |
| createGlobalModelConfig | Create GlobalModelConfig Object |
| createOutcome | Create Outcome Object |
| createRandomEffectSamples | Create RandomEffectSamples Object |
| createRandomEffectsDataset | Create RandomEffectsDataset Object |
| createRandomEffectsModel | Create RandomEffectsModel Object |
| createRandomEffectsTracker | Create RandomEffectsTracker Object |
| DataPreprocessing | Data Preprocessing Routines |
| extractParameter | Extract Parameter Samples Generic Function |
| extractParameter.bartmodel | Extract BART Parameter Samples |
| extractParameter.bcfmodel | Extract BCF Parameter Samples |
| Forest | Forest C++ Wrapper |
| ForestDataset | Forest Dataset C++ Wrapper |
| ForestKernelComputation | Forest Kernel Computation Routines |
| ForestModel | Forest Model C++ Wrapper |
| ForestModelConfig | Forest Model Configuration Object |
| ForestSamples | Forest Container C++ Wrapper |
| ForestSamplesSerialization | Forest Container Serialization Routines |
| ForestStateManagement | Forest State Management Routines |
| getRandomEffectSamples | Extract Random Effect Samples Generic Function |
| getRandomEffectSamples.bartmodel | Extract Random Effects Samples from BART Model |
| getRandomEffectSamples.bcfmodel | Extract Random Effect Samples from BCF Model |
| GlobalModelConfig | Global Model Configuration Object |
| JSONCreation | JSON Creation Routines |
| loadScalarJson | Load Scalar from JSON |
| loadVectorJson | Load Vector from JSON |
| Outcome | Outcome Data C++ Wrapper |
| OutcomeModel | Create a New Outcome Model Object |
| plot.bartmodel | Plot BART Model Fit |
| plot.bcfmodel | Plot BCF Model |
| predict.bartmodel | Predict from a BART Model |
| predict.bcfmodel | Predict from BCF Model |
| print.bartmodel | Print Summary of BART Model |
| print.bcfmodel | Print Summary of BCF Model |
| print.ForestSamples | Summarize a ForestSamples Object |
| print.RandomEffectSamples | Summarize a RandomEffectSamples Object |
| RandomEffectSamples | Random Effect Container C++ Wrapper |
| RandomEffectSamplesSerialization | Random Effects Container Serialization Routines |
| RandomEffectsDataset | Random Effects Dataset C++ Wrapper |
| RandomEffectsModel | Random Effects Model C++ Wrapper |
| RandomEffectStateManagement | Random Effects State Management Routines |
| RandomEffectsTracker | Random Effects Tracker C++ Wrapper |
| sampleBARTPosteriorPredictive | Sample BART Posterior Predictive |
| sampleBCFPosteriorPredictive | Sample BCF Posterior Predictive |
| sampleGlobalErrorVarianceOneIteration | Sample Global Error Variance |
| sampleLeafVarianceOneIteration | Sample Leaf Scale |
| sample_without_replacement | Sample Without Replacement |
| stochtree-package | stochtree: Stochastic Tree Ensembles (XBART and BART) for... |
| summary.bartmodel | Summarize BART Model Fit and Parameters |
| summary.bcfmodel | Summarize BCF Model |
