Tree Boosting for Multivariate Outcomes


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Documentation for package ‘mvtboost’ version 0.5.0

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mvtboost-package Tree Boosting for Multivariate Outcomes
addalpha Add alpha
colorRampPaletteAlpha Add alpha and ramps between colors
mvtb Fitting a Multivariate Tree Boosting Model
mvtb.cluster Clustering the covariance explained or relative influence matrix
mvtb.covex Estimate the covariance explained matrix
mvtb.fit Fitting a Multivariate Tree Boosting Model
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