Package: palmtree 1.0-0
Heidi Seibold
palmtree: Partially Additive (Generalized) Linear Model Trees
This is an implementation of model-based trees with global model parameters (PALM trees). The PALM tree algorithm is an extension to the MOB algorithm (implemented in the 'partykit' package), where some parameters are fixed across all groups. Details about the method can be found in Seibold, Hothorn, Zeileis (2019) <doi:10.1007/s11634-018-0342-1>. The package offers coef(), logLik(), plot(), and predict() functions for PALM trees.
Authors:
palmtree_1.0-0.tar.gz
palmtree_1.0-0.zip(r-4.5)palmtree_1.0-0.zip(r-4.4)palmtree_1.0-0.zip(r-4.3)
palmtree_1.0-0.tgz(r-4.4-any)palmtree_1.0-0.tgz(r-4.3-any)
palmtree_1.0-0.tar.gz(r-4.5-noble)palmtree_1.0-0.tar.gz(r-4.4-noble)
palmtree_1.0-0.tgz(r-4.4-emscripten)palmtree_1.0-0.tgz(r-4.3-emscripten)
palmtree.pdf |palmtree.html✨
palmtree/json (API)
NEWS
| # Install 'palmtree' in R: |
| install.packages('palmtree', repos = c('https://zeileis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/partykit
Last updated 15 days agofrom:0f02bbad0d. Checks:OK: 5 NOTE: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 06 2024 |
| R-4.5-win | NOTE | Nov 06 2024 |
| R-4.5-linux | NOTE | Nov 06 2024 |
| R-4.4-win | OK | Nov 06 2024 |
| R-4.4-mac | OK | Nov 06 2024 |
| R-4.3-win | OK | Nov 06 2024 |
| R-4.3-mac | OK | Nov 06 2024 |
Exports:palmtree
Dependencies:FormulainumlatticelibcoinMatrixmvtnormpartykitrpartsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Partially Additive (Generalized) Linear Model Trees | coef.palmtree logLik.palmtree palmtree plot.palmtree predict.palmtree print.palmtree |
