Unsupervised Tree Boosting for Learning Probability Distributions


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Documentation for package ‘boostPM’ version 0.1.0

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boostPM-package boostPM: Unsupervised Tree Boosting for Learning Probability Distributions
boostPM boostPM: Unsupervised Tree Boosting for Learning Probability Distributions
fit_boostpm Fit a boostPM Distribution
plot.boostPM_fit Plot Diagnostics for a Fitted boostPM Distribution
predict.boostPM_fit Evaluate a Fitted boostPM Density
print.boostPM_fit Print a Fitted boostPM Distribution
print.summary.boostPM_fit Print a boostPM Fit Summary
simulate.boostPM_fit Simulate from a Fitted boostPM Distribution
summary.boostPM_fit Summarize a Fitted boostPM Distribution