check_na

Check missing patterns in omics data Z

An implementation of the LUCID model (Peng (2019) <doi:10.1093/bioinformatics/btz667>).
LUCID conducts integrated clustering using exposures, omics data (and outcome
as an option). An EM algorithm is implemented to estimate MLE of the LUCID model.
LUCIDus features integrated variable selection, incorporation of missing omics
data, bootstrap inference, prediction and visualization of the model.

Yinqi Zhao

LUCIDus

Latent Unknown Clustering Integrating Multi-View Data

David Conti

Jesse Goodrich

Cheng Peng

check_na function

<dl><dt>Z</dt>
<dd>A data matrix representing omics data</dd></dl>

Arguments

Check missing patterns in omics data Z — check_na

<dl>

<dt>Z</dt>
<dd>A data matrix representing omics data</dd>

</dl>

check_na: Check missing patterns in omics data Z

Description

Usage

Value

Arguments