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GUD

Bayesian Modal Regression Based on the GUD Family

v1.0.2 · Jul 1, 2024 · GPL (>= 3)

Description

Provides probability density functions and sampling algorithms for three key distributions from the General Unimodal Distribution (GUD) family: the Flexible Gumbel (FG) distribution, the Double Two-Piece (DTP) Student-t distribution, and the Two-Piece Scale (TPSC) Student-t distribution. Additionally, this package includes a function for Bayesian linear modal regression, leveraging these three distributions for model fitting. The details of the Bayesian modal regression model based on the GUD family can be found at Liu, Huang, and Bai (2024) <doi:10.1016/j.csda.2024.108012>.

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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 68.1Mb
  sub-directories of 1Mb or more:
    libs  67.2Mb
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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 69.3Mb
  sub-directories of 1Mb or more:
    libs  68.4Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
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NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 68.1Mb
  sub-directories of 1Mb or more:
    libs  67.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 69.3Mb
  sub-directories of 1Mb or more:
    libs  68.4Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

Dependency Network

Dependencies Reverse dependencies Rcpp RcppParallel rstan (>= 2.32.6) rstantools posterior Rdpack GUD

Version History

new 1.0.2 Mar 9, 2026