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dynaTree  

Dynamic Trees for Learning and Design
View on CRAN: Click here


Download and install dynaTree package within the R console
Install from CRAN:
install.packages("dynaTree")

Install from Github:
library("remotes")
install_github("cran/dynaTree")

Install by package version:
library("remotes")
install_version("dynaTree", "1.2-17")



Attach the package and use:
library("dynaTree")
Maintained by
Robert B. Gramacy
[Scholar Profile | Author Map]
First Published: 2010-06-02
Latest Update: 2023-08-23
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").
How to cite:
Robert B. Gramacy (2010). dynaTree: Dynamic Trees for Learning and Design. R package version 1.2-17, https://cran.r-project.org/web/packages/dynaTree. Accessed 06 May. 2025.
Previous versions and publish date:
1.0-1 (2010-07-24 22:09), 1.0 (2010-06-02 12:25), 1.1 (2011-05-15 09:29), 1.2-1 (2011-09-03 08:24), 1.2-2 (2011-09-28 09:02), 1.2-3 (2011-12-17 16:25), 1.2-4 (2011-12-19 12:17), 1.2-5 (2012-01-07 17:11), 1.2-6 (2012-04-23 07:11), 1.2-7 (2013-09-18 14:58), 1.2-9 (2016-06-06 23:33), 1.2-10 (2017-03-15 14:54), 1.2-11 (2022-04-01 00:50), 1.2-12 (2022-04-02 01:40), 1.2-13 (2022-06-14 00:20), 1.2-14 (2022-10-19 19:05), 1.2-15 (2023-03-08 18:40), 1.2-16 (2023-08-23 09:10)
Other packages that cited dynaTree R package
View dynaTree citation profile
Other R packages that dynaTree depends, imports, suggests or enhances
Complete documentation for dynaTree
Functions, R codes and Examples using the dynaTree R package
Some associated functions: alcX.dynaTree . deletecloud . dynaTree-class . dynaTree-internal . dynaTree-package . dynaTree . elec2 . getBF . plot.dynaTree . predict.dynaTree . rejuvenate.dynaTree . relevance.dynaTree . retire.dynaTree . sens.dynaTree . update.dynaTree . varpropuse . 
Some associated R codes: 000.R . dynaTree.R . plot.R . predict.R .  Full dynaTree package functions and examples
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