CRAN/E | dynaTree

dynaTree

Dynamic Trees for Learning and Design

Installation

About

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").

bobby.gramacy.com/r_packages/dynaTree/

Key Metrics

Version 1.2-16
R ≥ 2.14.0
Published 2023-08-23 249 days ago
Needs compilation? yes
License LGPL-2
License LGPL-2.1
License LGPL-3
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Maintainer

Maintainer

Robert B. Gramacy

rbg@vt.edu

Authors

Robert B. Gramacy
Matt A. Taddy
Christoforos Anagnostopoulos

Material

ChangeLog
Reference manual
Package source

In Views

ExperimentalDesign

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

dynaTree archive

Depends

R ≥ 2.14.0
methods

Suggests

interp
tgp
plgp
MASS