dynaTree
type: Item
swMATH work ID: 7923
instance of: R package
software version identifier: 1.2-15
software version identifier: 1.0-1
software version identifier: 1.0
software version identifier: 1.1
software version identifier: 1.2-1
software version identifier: 1.2-2
software version identifier: 1.2-3
software version identifier: 1.2-4
software version identifier: 1.2-5
software version identifier: 1.2-6
software version identifier: 1.2-7
software version identifier: 1.2-9
software version identifier: 1.2-10
software version identifier: 1.2-11
software version identifier: 1.2-12
software version identifier: 1.2-13
software version identifier: 1.2-14
software version identifier: 1.2-16
maintained by: Robert B. Gramacy
CRAN project: dynaTree
programmed in: R
MaRDI profile type: Software
last update: 2023-08-23T00:00:00Z
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); <doi:10.1198/jasa.2011.ap09769>) are facilitated by demos in the package; see demo(package="dynaTree").
author: Robert B. Gramacy
copyright license: GNU Library General Public License, version 2.0
copyright license: GNU Lesser General Public License, version 2.1
copyright license: GNU Lesser General Public License, version 3.0
depends on software: methods
depends on software: R
cites work: Dynamic Trees for Learning and Design
source code repository: dynaTree
description: Dynamic Trees for Learning and Design