Package: CanonicalFamilyExtra 1.0.0

CanonicalFamilyExtra: Extra Canonical Link Family Objects for Generalized Linear Models

Extra family objects in "weird" scenarios, particularly logistic or log-linear model with unbounded or non-binary/non-integer outcomes. Provides binomial_extra() and poisson_extra() as generalizations of binomial() and poisson(). The use of canonical link with the corresponding working likelihood in glm() ensures convexity, making model fitting reliable and independent of starting value. Robert WM Wedderburn (1974) <doi:10.1093/biomet/61.3.439> and Peter McCullagh (1983) <doi:10.1214/aos/1176346056> justified this method to fit generalized linear (mean) models with quasi-/working likelihood.

Authors:Hongxiang Qiu [aut, cre]

CanonicalFamilyExtra_1.0.0.tar.gz
CanonicalFamilyExtra_1.0.0.zip(r-4.7)CanonicalFamilyExtra_1.0.0.zip(r-4.6)CanonicalFamilyExtra_1.0.0.zip(r-4.5)
CanonicalFamilyExtra_1.0.0.tgz(r-4.6-any)CanonicalFamilyExtra_1.0.0.tgz(r-4.5-any)
CanonicalFamilyExtra_1.0.0.tar.gz(r-4.7-any)CanonicalFamilyExtra_1.0.0.tar.gz(r-4.6-any)
CanonicalFamilyExtra_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CanonicalFamilyExtra/json (API)

# Install 'CanonicalFamilyExtra' in R:
install.packages('CanonicalFamilyExtra', repos = c('https://qiu-hongxiang-david.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/qiu-hongxiang-david/canonicalfamilyextra/issues

On CRAN:

Conda:

3.40 score 182 downloads 4 exports 0 dependencies

Last updated from:584ffdb629. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK132
source / vignettesOK162
linux-release-x86_64OK114
macos-release-arm64OK154
macos-oldrel-arm64OK163
windows-develOK70
windows-releaseOK71
windows-oldrelOK64
wasm-releaseOK102

Exports:binomial_extrapoisson_extrascreen.glmnet.extraSL.glmnet.extra

Dependencies: