cobinfamily

Specifies the information required to fit a cobin generalized linear model with known lambda parameter, using glm().

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. (2025+) <doi:10.48550/arXiv.2504.15269>.

Changwoo Lee

cobin

Cobin and Micobin Regression Models for Continuous Proportional
Data

Benjamin Dahl

Otso Ovaskainen

David Dunson

cobinfamily function

<dl><dt>lambda</dt>
<dd>The known value of lambda, must be integer</dd>
<dt>link</dt>
<dd>The link function to be used. Options are "cobit" (canonical link for cobin regression), "logit", "probit", "cauchit", "cloglog"</dd></dl>

Arguments

cobin family class — cobinfamily

<dl>

<dt>lambda</dt>
<dd>The known value of lambda, must be integer</dd>


<dt>link</dt>
<dd>The link function to be used. Options are "cobit" (canonical link for cobin regression), "logit", "probit", "cauchit", "cloglog"</dd>

</dl>

cobinfamily: cobin family class

Description

Usage

Value

Arguments