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Gunter Ritter
Robust Cluster Analysis and Variable Selection
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5019555Robust Cluster Analysis and Variable Selectionhttps://www.gandhi.com.mx/robust-cluster-analysis-and-variable-selection-9781040053669/phttps://gandhi.vtexassets.com/arquivos/ids/4565810/image.jpg?v=63854334853600000011611161MXNCRC PressInStock/Ebooks/<p>Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. This book presents an overview of the theory and applications of probabilistic clustering and variable selection, synthesizing the key research results of the last 50 years. It includes all the important theoretical details, and covers the probabilistic models and inference, robustness issues, optimization algorithms, validation techniques and variable selection methods. The book illustrates the different methods with simulated data and applies them to real-world data sets that can be easily downloaded from the web.</p>...4751336Robust Cluster Analysis and Variable Selection11611161https://www.gandhi.com.mx/robust-cluster-analysis-and-variable-selection-9781040053669/phttps://gandhi.vtexassets.com/arquivos/ids/4565810/image.jpg?v=638543348536000000InStockMXN99999DIEbook20149781040053669_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9781040053669_<p>Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. In Robust Cluster Analysis and Variable Selection, Gunter Ritter presents an overview of the theory and applications of probabilistic clustering and variable selection,</p>...(*_*)9781040053669_<p>Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. This book presents an overview of the theory and applications of probabilistic clustering and variable selection, synthesizing the key research results of the last 50 years. It includes all the important theoretical details, and covers the probabilistic models and inference, robustness issues, optimization algorithms, validation techniques and variable selection methods. The book illustrates the different methods with simulated data and applies them to real-world data sets that can be easily downloaded from the web.</p>...9781040053669_CRC Presslibro_electonico_9781040053669_9781040053669Gunter RitterInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/taylorandfrancis-epub-2fe8b45f-b88c-4e43-86b9-877195a10d8f.epub2014-09-02T00:00:00+00:00CRC Press