Tree Boosting for Multivariate Outcomes


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Documentation for package ‘mvtboost’ version 0.4.1

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mvtboost-package Tree Boosting for Multivariate Outcomes
addalpha Add alpha
colorRampPaletteAlpha Add alpha and ramps between colors
gbm.ri Computes the relative influence of each predictor for each outcome from gbm.
mvtb Fitting a Multivariate Tree Boosting Model
mvtb.cluster Clustering the covariance explained or relative influence matrix
mvtb.covex Return the covariance explained matrix
mvtb.heat Clustered heatmap of tables from 'mvtb'
mvtb.nonlin Detect departures from linearity from a multivariate tree boosting model.
mvtb.perspec Perspective plot for 2 predictors and 1 response.
mvtb.ri Computes the relative influence of each predictor for each outcome.
mvtb.uncomp Uncompress a compressed mvtb output object
mvtboost Tree Boosting for Multivariate Outcomes
plot.mvtb Plots the model implied effect of 1 predictor for one outcome
predict.mvtb Predicted values
print.mvtb Simple default printing of the mvtb output object
summary.mvtb Computes a summary of the multivariate tree boosting model
wellbeing Psychological well-being