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 (2016) doi:10.48550/arXiv.1612.07498. The package offers coef(), logLik(), plot(), and predict() functions for PALM trees.
- Version0.9-1
- R version≥ 3.1.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- palmtree citation info
- Last release05/15/2020
Team
Heidi Seibold
Achim Zeileis
Show author detailsRolesAuthorTorsten Hothorn
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 125 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 1,743 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jan 22, 2025 with 29 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
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Dependencies
- Depends1 package
- Imports1 package
- Suggests2 packages