The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
A novel decision tree algorithm in the hypothesis testing framework. The algorithm examines the distribution difference between two child nodes over all possible binary partitions. The test statistic of the hypothesis testing is equivalent to the generalized energy distance, which enables the algorithm to be more powerful in detecting the complex structure, not only the mean difference. It is applicable for numeric, nominal, ordinal explanatory variables and the response in general metric space of strong negative type. The algorithm has superior performance compared to other tree models in type I error, power, prediction accuracy, and complexity.
| Version: | 0.1.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.6), ggraph, igraph, ggplot2 |
| LinkingTo: | Rcpp |
| Suggests: | knitr, rmarkdown, MASS |
| Published: | 2023-03-12 |
| Author: | Jiaqi Hu [cre, aut], Zhe Gao [aut], Bo Zhang [aut], Xueqin Wang [aut] |
| Maintainer: | Jiaqi Hu <hujiaqi at mail.ustc.edu.cn> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | HTT results |
| Reference manual: | HTT.pdf |
| Vignettes: |
HTT: Hypothesis Testing Tree |
| Package source: | HTT_0.1.2.tar.gz |
| Windows binaries: | r-devel: HTT_0.1.2.zip, r-release: HTT_0.1.2.zip, r-oldrel: HTT_0.1.2.zip |
| macOS binaries: | r-release (arm64): HTT_0.1.2.tgz, r-oldrel (arm64): HTT_0.1.2.tgz, r-release (x86_64): HTT_0.1.2.tgz, r-oldrel (x86_64): HTT_0.1.2.tgz |
| Old sources: | HTT archive |
Please use the canonical form https://CRAN.R-project.org/package=HTT to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.