Handbook of mixture analysis. (2018)
- Record Type:
- Book
- Title:
- Handbook of mixture analysis. (2018)
- Main Title:
- Handbook of mixture analysis
- Further Information:
- Note: Edited by Sylvia Frühwirth-Schnatter, Gilles Celeux, and Christian P. Robert.
- Editors:
- Frühwirth-Schnatter, Sylvia, 1959-
Celeux, Gilles
Robert, Christian P, 1961- - Contents:
- Part I: Foundations and Methods Introduction to Finite Mixtures - Peter J. Green EM Methods for Finite Mixtures - Gilles Celeux An Expansive View of EM Algorithms - David R. Hunter, Prabhani Kuruppumullage Don, and Bruce G. Lindsay Bayesian Mixture Models: Theory and Methods - Judith Rousseau, Clara Grazian, and Jeong Eun Lee Computational Solutions for Bayesian Inference in Mixture Models - Gilles Celeux, Kaniav Kamary, Gertraud Malsiner Walli, Jean-Michel Marin, and Christian P. Robert Nonparametric Bayesian Mixture Models - Peter Müller Model Selection for Mixture Models – Perspectives and Strategies - Gilles Celeux, Sylvia Frühwirth-Schnatter and Christian P. Robert Part II: Mixture Modelling and Extensions Model-based Clustering - Bettina Grün Mixture Modelling of Discrete Data - Dimitris Karlis Continuous Mixtures with Skewness and Heavy Tails - David Rossell and Mark F.J. Steel Mixture Modelling of High-Dimensional Data - Damien McParland and Thomas Brendan Murphy Mixtures of Experts Models - Isobel Claire Gormley and Sylvia Frühwirth-Schnatter Hidden Markov Models in Time Series, with Applications in Economics - Sylvia Kaufmann Mixtures of Nonparametric Components and Hidden Markov Models - Elisabeth Gassiat Part III: Selected Applications Applications in Industry - Kerrie Mengersen, Earl Duncan, Julyan Arbel, Clair Alston-Knox, Nicole White Mixture Models for Image Analysis - Florence Forbes Applications in Finance - John M. Maheu and Azam Shamsi ZamenjaniPart I: Foundations and Methods Introduction to Finite Mixtures - Peter J. Green EM Methods for Finite Mixtures - Gilles Celeux An Expansive View of EM Algorithms - David R. Hunter, Prabhani Kuruppumullage Don, and Bruce G. Lindsay Bayesian Mixture Models: Theory and Methods - Judith Rousseau, Clara Grazian, and Jeong Eun Lee Computational Solutions for Bayesian Inference in Mixture Models - Gilles Celeux, Kaniav Kamary, Gertraud Malsiner Walli, Jean-Michel Marin, and Christian P. Robert Nonparametric Bayesian Mixture Models - Peter Müller Model Selection for Mixture Models – Perspectives and Strategies - Gilles Celeux, Sylvia Frühwirth-Schnatter and Christian P. Robert Part II: Mixture Modelling and Extensions Model-based Clustering - Bettina Grün Mixture Modelling of Discrete Data - Dimitris Karlis Continuous Mixtures with Skewness and Heavy Tails - David Rossell and Mark F.J. Steel Mixture Modelling of High-Dimensional Data - Damien McParland and Thomas Brendan Murphy Mixtures of Experts Models - Isobel Claire Gormley and Sylvia Frühwirth-Schnatter Hidden Markov Models in Time Series, with Applications in Economics - Sylvia Kaufmann Mixtures of Nonparametric Components and Hidden Markov Models - Elisabeth Gassiat Part III: Selected Applications Applications in Industry - Kerrie Mengersen, Earl Duncan, Julyan Arbel, Clair Alston-Knox, Nicole White Mixture Models for Image Analysis - Florence Forbes Applications in Finance - John M. Maheu and Azam Shamsi Zamenjani Applications in Genomics - Stéphane Robin and Christophe Ambroise Applications in Astronomy - Michael A. Kuhn and Eric D. Feigelson … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2018
- Extent:
- 1 online resource, illustrations (black and white, and colour)
- Subjects:
- 519.24
Mixture distributions (Probability theory)
Distribution (Probability theory) - Languages:
- English
- ISBNs:
- 9780429508868
9780429508240
9780429509483
9780429055911 - Related ISBNs:
- 9781498763813
- Notes:
- Note: Includes bibliographical references and index.
Note: Description based on CIP data; resource not viewed. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.379894
- Ingest File:
- 02_362.xml