Spike-and-slab Lasso biclustering (Q2233147)
From MaRDI portal
 | This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Spike-and-slab Lasso biclustering |
scientific article
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Spike-and-slab Lasso biclustering |
scientific article |
Statements
Spike-and-slab Lasso biclustering (English)
0 references
14 October 2021
0 references
The main contribution of this paper is the so-called spike-and-slab Lasso biclustering method. Using previous results by the authors, the proposed biclustering approach is able to effectivly find a sparse factorization of the data matrix. Two real datasets, a microarray dataset and a single-cell RNA-sequencing dataset, are employed to demonstrate the efficiency of biclustering to derive the interpretable solutions.
0 references
Bayes
0 references
biclustering
0 references
factor analysis
0 references
hierarchical modeling
0 references
spike-and-slab Lasso
0 references
variable selection
0 references
0 references
0 references
