dynaTree (version 1.2-16)

Dynamic Trees for Learning and Design

Description

Inference by sequential Monte Carlo for dynamic tree regression and classification models with hooks provided for sequential design and optimization, fully online learning with drift, variable selection, and sensitivity analysis of inputs. Illustrative examples from the original dynamic trees paper (Gramacy, Taddy & Polson (2011); ) are facilitated by demos in the package; see demo(package="dynaTree").

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Install

install.packages('dynaTree')

Monthly Downloads

413

Version

1.2-16

License

LGPL

Maintainer

Last Published

August 23rd, 2023

Functions in dynaTree (1.2-16)