Package: GUD 1.0.2
GUD: Bayesian Modal Regression Based on the GUD Family
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>.
Authors:
GUD_1.0.2.tar.gz
GUD_1.0.2.zip(r-4.5)GUD_1.0.2.zip(r-4.4)GUD_1.0.2.zip(r-4.3)
GUD_1.0.2.tgz(r-4.4-x86_64)GUD_1.0.2.tgz(r-4.4-arm64)GUD_1.0.2.tgz(r-4.3-x86_64)GUD_1.0.2.tgz(r-4.3-arm64)
GUD_1.0.2.tar.gz(r-4.5-noble)GUD_1.0.2.tar.gz(r-4.4-noble)
GUD.pdf |GUD.html✨
GUD/json (API)
NEWS
# Install 'GUD' in R: |
install.packages('GUD', repos = c('https://rh8liuqy.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rh8liuqy/bayesian_modal_regression/issues
- crime - U.S. Statewide Crime data from the year 2003
Last updated 4 months agofrom:944ffe2660. Checks:OK: 1 WARNING: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 28 2024 |
R-4.5-win-x86_64 | WARNING | Oct 28 2024 |
R-4.5-linux-x86_64 | WARNING | Oct 28 2024 |
R-4.4-win-x86_64 | WARNING | Oct 28 2024 |
R-4.4-mac-x86_64 | WARNING | Oct 28 2024 |
R-4.4-mac-aarch64 | WARNING | Oct 28 2024 |
R-4.3-win-x86_64 | WARNING | Oct 28 2024 |
R-4.3-mac-x86_64 | WARNING | Oct 28 2024 |
R-4.3-mac-aarch64 | WARNING | Oct 28 2024 |
Exports:dDTPdFGdTPSCmodal_regressionrDTPrFGrTPSC
Dependencies:abindbackportsBHcallrcheckmateclicolorspacedescdistributionalfansifarvergenericsggplot2gluegridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpsQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackrlangrstanrstantoolsscalesStanHeaderstensorAtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
U.S. Statewide Crime data from the year 2003 | crime |
The DTP-Student-t Distribution | dDTP rDTP |
The Flexible Gumbel Distribution | dFG rFG |
The TPSC-Student-t Distribution | dTPSC rTPSC |
The 'GUD' package. | GUD-package GUD |
Bayesian Modal Regression | modal_regression |