VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data

VICatMix is freely available as an R package via CRAN, incorporating C++ for faster computation, at https://CRAN.R-project.org/package=VICatMix.

Authors

Institutions

Publication Details

Journal
Bioinformatics Advances
Published
2024-12-26
DOI
https://doi.org/10.1093/bioadv/vbaf055
Citations
1
Primary Topic
Bayesian Methods and Mixture Models
Type
article
Field-Weighted Citation Impact
0.35
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data

Paul Kirk, Jackie Rao
1 citations
Bioinformatics Advances
Bayesian Methods and Mixture Models
0.35
article

VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data

Paul Kirk, Jackie Rao
article en
1 citations

Abstract

VICatMix is freely available as an R package via CRAN, incorporating C++ for faster computation, at https://CRAN.R-project.org/package=VICatMix.

Bioinformatics AdvancesVol. 5(1)
University of Cambridge (GB), Bridge University (SS), MRC Biostatistics Unit (GB)
Openalex Percentile: Top 29%
Bayesian Methods and Mixture Models
0.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.