dynaTree: Dynamic Trees for Learning and Design

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); <doi:10.1198/jasa.2011.ap09769>) are facilitated by demos in the package; see demo(package="dynaTree").

Package details

AuthorRobert B. Gramacy <rbg@vt.edu>, Matt A. Taddy and Christoforos Anagnostopoulos
MaintainerRobert B. Gramacy <rbg@vt.edu>
URL https://bobby.gramacy.com/r_packages/dynaTree/
Package repositoryView on CRAN
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dynaTree documentation built on Aug. 23, 2023, 9:07 a.m.