parameter.set.G_3

This function generate set of hyperparameters when there
are three groups.

An R package that implements the JICO algorithm [Wang, P., Wang, H., Li, Q., Shen, D., & Liu, Y. (2024). <Journal of Computational and Graphical Statistics, 33(3), 763-773>].
It aims at solving the multi-group regression problem. The algorithm decomposes the responses from multiple groups into shared and group-specific
components, which are driven by low-rank approximations of joint and individual structures from the covariates respectively.

Peiyao Wang

JICO

Joint and Individual Regression

parameter.set.G_3 function

<dl><dt>maxrankA</dt>
<dd>The maximum rank for individual component</dd>
<dt>maxrankJ</dt>
<dd>The maximum rank for joint component</dd>
<dt>gamma</dt>
<dd>The gamma parameter. Need to be fixed.</dd></dl>

Arguments

Generate parameter sets (G=3) — parameter.set.G_3

<dl>

<dt>maxrankA</dt>
<dd>The maximum rank for individual component</dd>


<dt>maxrankJ</dt>
<dd>The maximum rank for joint component</dd>


<dt>gamma</dt>
<dd>The gamma parameter. Need to be fixed.</dd>

</dl>

parameter.set.G_3: Generate parameter sets (G=3)

Description

Usage

Value

Arguments