Package: HTT
Type: Package
Title: Hypothesis Testing Tree
Version: 0.1.2
Date: 2023-03-05
Authors@R: c(
  person(given = "Jiaqi", family = "Hu", email = "hujiaqi@mail.ustc.edu.cn", role = c("cre", "aut")),
  person(given = "Zhe", family = "Gao", email = "gaozh8@mail2.sysu.edu.cn", role = c("aut")),
  person(given = "Bo", family = "Zhang", email = "wbchpmp@ustc.edu.cn", role = c("aut")),
  person(given = "Xueqin", family = "Wang", email = "wangxq20@ustc.edu.cn", role = c("aut")))
Author: Jiaqi Hu [cre, aut], Zhe Gao [aut], Bo Zhang [aut], Xueqin Wang
        [aut]
Maintainer: Jiaqi Hu <hujiaqi@mail.ustc.edu.cn>
Description: 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.
License: GPL-3
VignetteBuilder: knitr
Depends: R (>= 3.5.0)
Suggests: knitr, rmarkdown, MASS
Imports: Rcpp (>= 1.0.6), ggraph, igraph, ggplot2
LinkingTo: Rcpp
RoxygenNote: 7.2.3
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2026-06-18 08:36:51 UTC; root
Config/pak/sysreqs: libfontconfig1-dev libfreetype6-dev libglpk-dev
        libicu-dev libxml2-dev
Repository: https://jiaqihu2021.r-universe.dev
Date/Publication: 2023-03-12 13:30:02 UTC
RemoteUrl: https://github.com/cran/HTT
RemoteRef: HEAD
RemoteSha: 66eabc2fc1e6bb8d958517200b3b478a448963d5