Cross-study replicability in cluster analysis
From MaRDI portal
Publication:6166879
DOI10.1214/22-sts871arXiv2202.01910MaRDI QIDQ6166879
Emma G. Thomas, Svitlana Tyekucheva, Lorenzo Masoero, Giovanni Parmigiani, Lorenzo Trippa
Publication date: 7 July 2023
Published in: Statistical Science (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2202.01910
Related Items
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Clustering by Passing Messages Between Data Points
- On similarity indices and correction for chance agreement
- Stability
- Selection of the number of clusters via the bootstrap method
- Random partition models with regression on covariates
- Cluster-wise assessment of cluster stability
- Bayesian cluster analysis: point estimation and credible balls (with discussion)
- Problems in gene clustering based on gene expression data
- Bayesian nonparametric cross-study validation of prediction methods
- Resampling Method for Unsupervised Estimation of Cluster Validity
- Statistical Significance of Clustering for High-Dimension, Low–Sample Size Data
- Are clusters found in one dataset present in another dataset?
- Constructing a High-Dimensional k NN-Graph Using a Z-Order Curve
- Least squares quantization in PCM
- Stability-Based Validation of Clustering Solutions
- Definitions, methods, and applications in interpretable machine learning
- Stability of k-Means Clustering
- Cross-study replicability in cluster analysis
