Items related to Model-Based Clustering and Classification for Data...
Model-Based Clustering and Classification for Data Science: With Applications in R: Series Number 50 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 50) - Hardcover
Synopsis
Colorful example-rich introduction to the state-of-the-art for students in data science, as well as researchers and practitioners.
"synopsis" may belong to another edition of this title.
About the Authors
Charles Bouveyron is Full Professor of Statistics at Université Côte d'Azur and the Chair of Excellence in Data Science at Institut National de Recherche en Informatique et en Automatique (INRIA), Rocquencourt. He has published extensively on model-based clustering, particularly for networks and high-dimensional data.
Gilles Celeux is Director of Research Emeritus at Institut National de Recherche en Informatique et en Automatique (INRIA), Rocquencourt. He is one of the founding researchers in model-based clustering, having published extensively in the area for thrity-five years.
T. Brendan Murphy is Full Professor in the School of Mathematics and Statistics at University College Dublin. His research interests include model-based clustering, classification, network modeling and latent variable modeling.
Adrian E. Raftery is the Boeing International Professor of Statistics and Sociology at the University of Washington. He is one of the founding researchers in model-based clustering, having published in the area since 1984.
"About this title" may belong to another edition of this title.
- PublisherCambridge University Press
- Publication date2019
- ISBN 10 110849420X
- ISBN 13 9781108494205
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages446
Search results for Model-Based Clustering and Classification for Data...
Stock Image
MODELBASED CLUSTERING & CLASSIFICATION F
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: Speedyhen, London, United Kingdom
Seller rating 5 out of 5 stars
Condition: NEW. Seller Inventory # NW9781108494205
Quantity: 1 available
Seller Image
Model-Based Clustering and Classification for Data Science : With Applications in R
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 35836427-n
Quantity: 13 available
Stock Image
Model-Based Clustering and Classification for Data Science: With Applications in R (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 50)
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781108494205_new
Quantity: 10 available
Stock Image
Model-Based Clustering and Classification for Data Science: With Applications in R (Cambridge Series in Statistical and Probabilistic Mathematics)
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 383080096
Quantity: 1 available
Stock Image
Model-Based Clustering and Classification for Data Science: With Applications in R
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Hardback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 1186. Seller Inventory # C9781108494205
Quantity: Over 20 available
Stock Image
Model-Based Clustering and Classification for Data Science
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 4 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # L2-9781108494205
Quantity: 9 available
Seller Image
Model-Based Clustering and Classification for Data Science (Hardcover)
Published by
Cambridge University Press, Cambridge, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: CitiRetail, Stevenage, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Which method should I use? How should I handle outliers? Classification assigns new observations to groups given previously classified observations, and also has open questions about parameter tuning, robustness and uncertainty assessment. This book frames cluster analysis and classification in terms of statistical models, thus yielding principled estimation, testing and prediction methods, and sound answers to the central questions. It builds the basic ideas in an accessible but rigorous way, with extensive data examples and R code; describes modern approaches to high-dimensional data and networks; and explains such recent advances as Bayesian regularization, non-Gaussian model-based clustering, cluster merging, variable selection, semi-supervised and robust classification, clustering of functional data, text and images, and co-clustering. Written for advanced undergraduates in data science, as well as researchers and practitioners, it assumes basic knowledge of multivariate calculus, linear algebra, probability and statistics. This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as researchers and practitioners. It shows how a statistical framework yields sound estimation, testing and prediction methods, using extensive data examples and providing R code for many methods. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9781108494205
Quantity: 1 available
Stock Image
Model-Based Clustering and Classification for Data Science: With Applications in R (Cambridge Series in Statistical and Probabilistic Mathematics)
Published by
Cambridge University Press CUP, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
New
Hardcover
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26379775359
Quantity: 1 available
Stock Image
Model-based Clustering and Classification for Data Science: With Applications in R
Print on DemandSeller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Brand New. 427 pages. 10.00x7.00x1.00 inches. In Stock. This item is printed on demand. Seller Inventory # __110849420X
Quantity: 1 available
Seller Image
Model-Based Clustering and Classification for Data Science : With Applications in R
Published by
Cambridge University Press, 2019
ISBN 10: 110849420X
ISBN 13: 9781108494205
Used
Hardcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 35836427
Quantity: 13 available