Bayesian Mixture Models with Weight-Dependent Component Priors

Contemporary Experimental Design, Multivariate Analysis and Data Mining ◽

10.1007/978-3-030-46161-4_17 ◽

2020 ◽

pp. 261-276

Author(s):

Elaheh Oftadeh ◽

Jian Zhang

Keyword(s):

Mixture Models ◽

Dependent Component ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Bayesian Mixture Models: A Blood-Free Dissection of a Sheep

Mixtures - Wiley Series in Probability and Statistics ◽

10.1002/9781119995678.ch14 ◽

2011 ◽

pp. 293-308

Author(s):

Clair L. Alston ◽

Kerrie L. Mengersen ◽

Graham E. Gardner

Keyword(s):

Mixture Models ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Using Bayesian Mixture Models That Combine Expert Knowledge and GIS Data to Define Ecoregions

Expert Knowledge and Its Application in Landscape Ecology ◽

10.1007/978-1-4614-1034-8_12 ◽

2011 ◽

pp. 229-251 ◽

Cited By ~ 3

Author(s):

Kristen J. Williams ◽

Samantha Low-Choy ◽

Wayne Rochester ◽

Clair Alston

Keyword(s):

Mixture Models ◽

Expert Knowledge ◽

Gis Data ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Bayesian Mixture Models: When the Thing You Need to Know is the Thing You Cannot Measure

Case Studies in Bayesian Statistical Modelling and Analysis - Wiley Series in Probability and Statistics ◽

10.1002/9781118394472.ch16 ◽

2012 ◽

pp. 267-286

Author(s):

Clair L. Alston ◽

Kerrie L. Mengersen ◽

Graham E. Gardner

Keyword(s):

Mixture Models ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models

Statistics and Computing ◽

10.1007/s11222-009-9129-8 ◽

2009 ◽

Vol 20 (3) ◽

pp. 357-366 ◽

Cited By ~ 44

Author(s):

M. Sperrin ◽

T. Jaki ◽

E. Wit

Keyword(s):

Mixture Models ◽

Label Switching ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Bayesian mixture models for the incorporation of prior knowledge to inform genetic association studies

Genetic Epidemiology ◽

10.1002/gepi.20494 ◽

2010 ◽

Vol 34 (5) ◽

pp. 418-426 ◽

Cited By ~ 13

Author(s):

Brooke L. Fridley ◽

Daniel Serie ◽

Gregory Jenkins ◽

Kristin White ◽

William Bamlet ◽

...

Keyword(s):

Prior Knowledge ◽

Mixture Models ◽

Genetic Association ◽

Association Studies ◽

Genetic Association Studies ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Bayesian mixture models for within-herd prevalence estimates of bovine paratuberculosis based on a continuous ELISA response

Preventive Veterinary Medicine ◽

10.1016/j.prevetmed.2007.05.014 ◽

2007 ◽

Vol 81 (4) ◽

pp. 290-305 ◽

Cited By ~ 18

Author(s):

S.S. Nielsen ◽

N. Toft ◽

E. Jørgensen ◽

B.M. Bibby

Keyword(s):

Mixture Models ◽

Herd Prevalence ◽

Prevalence Estimates ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text

Comparison of Non-Parametric Bayesian Mixture Models for Syllable Clustering and Zero-Resource Speech Processing

10.21437/interspeech.2017-339 ◽

2017 ◽

Author(s):

Shreyas Seshadri ◽

Ulpu Remes ◽

Okko Räsänen

Keyword(s):

Mixture Models ◽

Speech Processing ◽

Bayesian Mixture ◽

Bayesian Mixture Models ◽

Non Parametric

Download Full-text

Application of Bayesian Mixture Models to Satellite Images and Estimating the Risk of Fire-Ant Incursion in the Identified Geographical Cluster

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_17 ◽

2020 ◽

pp. 399-417

Author(s):

Insha Ullah ◽

Kerrie L. Mengersen

Keyword(s):

Mixture Models ◽

Satellite Images ◽

Fire Ant ◽

Bayesian Mixture ◽

Geographical Cluster ◽

Bayesian Mixture Models

Download Full-text

Integrative analysis of histone ChIP-seq and transcription data using Bayesian mixture models

Bioinformatics ◽

10.1093/bioinformatics/btu003 ◽

2014 ◽

Vol 30 (8) ◽

pp. 1154-1162 ◽

Cited By ~ 18

Author(s):

Hans-Ulrich Klein ◽

Martin Schäfer ◽

Bo T. Porse ◽

Marie S. Hasemann ◽

Katja Ickstadt ◽

...

Keyword(s):

Mixture Models ◽

Integrative Analysis ◽

Bayesian Mixture ◽

Bayesian Mixture Models ◽

Transcription Data

Download Full-text

Multiple Imputation of Missing Categorical and Continuous Values via Bayesian Mixture Models With Local Dependence

Journal of the American Statistical Association ◽

10.1080/01621459.2016.1174132 ◽

2016 ◽

Vol 111 (516) ◽

pp. 1466-1479 ◽

Cited By ~ 18

Author(s):

Jared S. Murray ◽

Jerome P. Reiter

Keyword(s):

Multiple Imputation ◽

Mixture Models ◽

Local Dependence ◽

Bayesian Mixture ◽

Bayesian Mixture Models

Download Full-text