Package: cobin 1.0.1.4

Changwoo Lee

cobin: Cobin and Micobin Regression Models for Continuous Proportional Data

Provides functions for cobin and micobin regression models, a new family of generalized linear models for continuous proportional data (Y in the closed unit interval [0, 1]). It also includes an exact, efficient sampler for the Kolmogorov-Gamma random variable. For details, see Lee et al. (2026) <doi:10.1080/01621459.2026.2626081>.

Authors:Changwoo Lee [aut, cre], Benjamin Dahl [aut], Otso Ovaskainen [aut], David Dunson [aut]

cobin_1.0.1.4.tar.gz
cobin_1.0.1.4.zip(r-4.7)cobin_1.0.1.4.zip(r-4.6)cobin_1.0.1.4.zip(r-4.5)
cobin_1.0.1.4.tgz(r-4.6-x86_64)cobin_1.0.1.4.tgz(r-4.6-arm64)cobin_1.0.1.4.tgz(r-4.5-x86_64)cobin_1.0.1.4.tgz(r-4.5-arm64)
cobin_1.0.1.4.tar.gz(r-4.7-arm64)cobin_1.0.1.4.tar.gz(r-4.7-x86_64)cobin_1.0.1.4.tar.gz(r-4.6-arm64)cobin_1.0.1.4.tar.gz(r-4.6-x86_64)
cobin_1.0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
cobin/json (API)

# Install 'cobin' in R:

install.packages('cobin', repos = c('https://changwoo-lee.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/changwoo-lee/cobin/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

4.18 score 2 stars 38 scripts 510 downloads 22 exports 25 dependencies

Last updated from:f49ca21151. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	152
linux-devel-x86_64	OK	157
source / vignettes	OK	200
linux-release-arm64	OK	155
linux-release-x86_64	OK	143
macos-release-arm64	OK	238
macos-release-x86_64	OK	267
macos-oldrel-arm64	OK	251
macos-oldrel-x86_64	OK	246
windows-devel	OK	138
windows-release	OK	146
windows-oldrel	OK	122
wasm-release	OK	107

Exports:bft bftprime bftprimeinv bftprimeprime bftprimeprimeprime cobinfamily cobinreg cobitlink cobitlinkinv dcobin dIH dmicobin glm.cobin micobinreg pcobin pmicobin rcobin rkgcpp rmicobin spcobinreg spmicobinreg Vft

Dependencies:boot coda dotCall64 fields Formula lattice lme4 maps MASS Matrix matrixStats minqa nlme nloptr RANN rbibutils RColorBrewer Rcpp RcppEigen Rdpack reformulas rlang spam spNNGP viridisLite

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Cumulant (log partition) function of cobin	bft
First derivative of cobin cumulant (log partition) function	bftprime cobitlinkinv
Inverse of first derivative of cobin cumulant (log partition) function	bftprimeinv cobitlink
Second derivative of cobin cumulant (log partition) function	bftprimeprime
Third derivative of cobin cumulant (log partition) function	bftprimeprimeprime
cobin family class	cobinfamily
cobin generalized linear (mixed) models	cobinreg
Density function of cobin (continuous binomial) distribution	dcobin
Density of Irwin-Hall distribution	dIH
Density function of micobin (mixture of continuous binomial) distribution	dmicobin
Find the MLE of cobin GLM	glm.cobin
micobin generalized linear (mixed) models	micobinreg
Cumulative distribution function of cobin (continuous binomial) distribution	pcobin
Cumulative distribution function of micobin (mixture of continuous binomial) distribution	pmicobin
Random variate generation for cobin (continuous binomial) distribution	rcobin
Sample Kolmogorov-Gamma random variables	rkgcpp
Random variate generation for micobin (mixture of continuous binomial) distribution	rmicobin
spatial cobin regression model	spcobinreg
spatial micobin regression model	spmicobinreg
Variance function of cobin	Vft