Nonparametric clustering of RNA‐sequencing data

A family of parsimonious mixtures of multivariate Poisson‐lognormal distributions for clustering multivariate count data

(2020) Sanjeena Subedi et al.   Stat

NOTCH signaling is activated in and contributes to resistance in enzalutamide-resistant prostate cancer cells

(2019) Elia Farah et al.   JOURNAL OF BIOLOGICAL CHEMISTRY

A multivariate Poisson-log normal mixture model for clustering transcriptome sequencing data

(2019) Anjali Silva et al.   BMC BIOINFORMATICS

Accurate estimation of cell-type composition from gene expression data

(2019) Daphne Tsoucas et al.   Nature Communications

Constraining kernel estimators in semiparametric copula mixture models

(2019) Gildas Mazo et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

An MM algorithm for estimation of a two component semiparametric density mixture with a known component

(2018) Zhou Shen et al.   Electronic Journal of Statistics

Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models

(2015) Andrea Rau et al.   BIOINFORMATICS

EM for mixtures

(2015) Jean-Patrick Baudry et al.   STATISTICS AND COMPUTING

CCAST: A Model-Based Gating Strategy to Isolate Homogeneous Subpopulations in a Heterogeneous Population of Single Cells

(2014) Benedict Anchang et al.   PLoS Computational Biology

Model-based clustering for RNA-seq data

(2013) Yaqing Si et al.   BIOINFORMATICS

Non-parametric identification and estimation of the number of components in multivariate mixtures

(2013) Hiroyuki Kasahara et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Maximum smoothed likelihood for multivariate mixtures

(2011) M. Levine et al.   BIOMETRIKA

Combining Mixture Components for Clustering

(2010) Jean-Patrick Baudry et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Online Model-Based Clustering for Crisis Identification in Distributed Computing

(2010) Dawn B. Woodard et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Clustering using objective functions and stochastic search

(2010) James G. Booth et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

An EM-Like Algorithm for Semi- and Nonparametric Estimation in Multivariate Mixtures

(2009) Tatiana Benaglia et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS