likeli_theta

The function computes the likelihood of the hyperparameter

Simultaneously clusters the Periodontal diseases (PD) patients
and their tooth sites after taking the patient- and site-level covariates into consideration.
'BAREB' uses the determinantal point process (DPP) prior to induce diversity
among different biclusters to facilitate parsimony and interpretability.
Essentially, 'BAREB' is a cluster-wise linear model based on Yuliang (2020) <doi:10.1002/sim.8536>.

Qingyang Liu

BAREB

A Bayesian Repulsive Biclustering Model for Periodontal Data

Yuliang Li

Yanxun Xu

Dipankar Bandyopadhyay

John Burkardt

likeli_theta function

<dl><dt>theta</dt>
<dd>The parameter that controls how repulsive the DPP is</dd>
<dt>tau</dt>
<dd>The parameter we fixed at a large number</dd>
<dt>Beta</dt>
<dd>The matrix that records the samples</dd></dl>

Arguments

likeli_theta — likeli_theta

<dl>

<dt>theta</dt>
<dd>The parameter that controls how repulsive the DPP is</dd>


<dt>tau</dt>
<dd>The parameter we fixed at a large number</dd>


<dt>Beta</dt>
<dd>The matrix that records the samples</dd>

</dl>

likeli_theta: likeli_theta

Description

Usage

Value

Arguments