boostmtree: Boosted Multivariate Trees for Longitudinal Data

Implements Friedman's gradient descent boosting algorithm for longitudinal data using multivariate tree base learners. A time-covariate interaction effect is modeled using penalized B-splines (P-splines) with estimated adaptive smoothing parameter.

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Package details

AuthorHemant Ishwaran <[email protected]>, Amol Pande <[email protected]>
MaintainerUdaya B. Kogalur <[email protected]>
LicenseGPL (>= 3)
Package repositoryView on CRAN
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boostmtree documentation built on Aug. 14, 2018, 1:03 a.m.