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SGB

Simplicial Generalized Beta Regression

v1.0.1.1 · Dec 6, 2023 · GPL (>= 2)

Description

Main properties and regression procedures using a generalization of the Dirichlet distribution called Simplicial Generalized Beta distribution. It is a new distribution on the simplex (i.e. on the space of compositions or positive vectors with sum of components equal to 1). The Dirichlet distribution can be constructed from a random vector of independent Gamma variables divided by their sum. The SGB follows the same construction with generalized Gamma instead of Gamma variables. The Dirichlet exponents are supplemented by an overall shape parameter and a vector of scales. The scale vector is itself a composition and can be modeled with auxiliary variables through a log-ratio transformation. Graf, M. (2017, ISBN: 978-84-947240-0-8). See also the vignette enclosed in the package.

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Maintainer: ‘Monique Graf <monique.p.n.graf@bluewin.ch>’

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  Authors@R: person(given = "Monique",
                    family = "Graf",
                    role = c("aut", "cre"),
                    email = "monique.p.n.graf@bluewin.ch")
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Maintainer: ‘Monique Graf <monique.p.n.graf@bluewin.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Monique",
                    family = "Graf",
                    role = c("aut", "cre"),
                    email = "monique.p.n.graf@bluewin.ch")
as necessary.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Monique Graf <monique.p.n.graf@bluewin.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Monique",
                    family = "Graf",
                    role = c("aut", "cre"),
                    email = "monique.p.n.graf@bluewin.ch")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Monique Graf <monique.p.n.graf@bluewin.ch>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Monique",
                    family = "Graf",
                    role = c("aut", "cre"),
                    email = "monique.p.n.graf@bluewin.ch")
as necessary.

Dependency Network

Dependencies Reverse dependencies Formula MASS numDeriv alabama SGB

Version History

new 1.0.1.1 Mar 9, 2026