stochtree0.3.0 package

Create CppJson Object from File

Create CppJson Object from String

Create CppRNG Object

Create Forest Object

Reload Covariate Preprocessor from JSON String

Extract Parameter Samples Generic Function

Forest C++ Wrapper

Forest Dataset C++ Wrapper

Forest Model C++ Wrapper

Forest Model Configuration Object

Forest Container C++ Wrapper

Extract Random Effects Samples

Extract Random Effect Samples from BCF Model

Extract Random Effect Samples Generic Function

Load Vector from JSON

Outcome Data C++ Wrapper

Plot BART Model Fit.

Plot BCF Model

Convert BART Model to JSON

Save BART Model to JSON File

Convert BART Model to JSON String

Convert BCF Model to JSON

Compute Contrast for BCF Model

Query Forest Leaf Indices

Reload Covariate Preprocessor from JSON String

Run BART for Supervised Learning

Run BCF for Causal Effect Estimation

Calibrate Inverse Gamma Prior

Compute BART Posterior Credible Intervals

Compute BCF Posterior Credible Intervals

Compute Contrast for BART Model

Query Forest Leaf Scale Parameters

Query Forest Max Leaf Index

Convert Covariate Preprocessor to CppJson

JSON C++ Object Wrapper

Random Number Generator C++ Wrapper

Convert JSON List to Single BART Model

Convert JSON String List to Single BART Model

Convert JSON to BART Model

Convert JSON File to BART Model

Convert JSON String to BART Model

Convert JSON List to BCF Model

Convert JSON String List to BCF Model

Convert JSON to BCF Model

Convert JSON File to BCF Model

Convert JSON String to BCF Model

Create CppJson Object

Create ForestDataset Object

Create ForestModel Object

Create ForestModelConfig Object

Create ForestSamples Object

Create GlobalModelConfig Object

Create Outcome Object

Create RandomEffectSamples Object

Create RandomEffectsDataset Object

Create RandomEffectsModel Object

Create RandomEffectsTracker Object

Extract BART Parameter Samples.

Extract BCF Parameter Samples

Global Model Configuration Object

Combine JSON Model Objects into ForestSamples

Combine JSON Strings into ForestSamples

Load Forest Samples from JSON

Combine JSON Model Objects into RandomEffectSamples

Combine JSON Strings into RandomEffectSamples

Load Random Effect Samples from JSON

Load Scalar from JSON

Predict From a BART Model

Predict From BCF Model

Preprocess Covariates for Model Prediction

Preprocess Covariates for Model Training

Summarize a BART Model

Print Summary of BCF Model

Random Effect Container C++ Wrapper

Random Effects Dataset C++ Wrapper

Random Effects Model C++ Wrapper

Random Effects Tracker C++ Wrapper

Reset Active Forest

Reset Forest Model

Reset RandomEffectsModel Object

Reset RandomEffectsTracker Object

Reset RandomEffectsModel Object to Default State

Reset RandomEffectsTracker Object to Default State

Sample BART Posterior Predictive

Sample BCF Posterior Predictive

Sample Without Replacement

Sample Global Error Variance

Sample Leaf Scale

Save BCF Model to JSON File

Convert BCF Model to JSON String

Convert Covariate Preprocessor to JSON String

stochtree: Stochastic Tree Ensembles (XBART and BART) for Supervised L...

Summarize the BART model fit and sampled terms.

Summarize BCF Model