id author title date pages extension mime words sentence flesch summary cache txt qz20sq89x8q Patrick J. Miller Boosted Decision Trees for Multivariate, Hierarchically Clustered, and Longitudinal Data 1904 .txt text/plain 306 14 29 Exploratory regression analysis is beneficial because the results suggest testable hypotheses, can limit the number of plausible models, and help avoid errors in model specification. Mixed effects tree boosting takes hierarchically clustered data into account by treating a grouping variable as random. cache/qz20sq89x8q.txt txt/qz20sq89x8q.txt