Verwandte Artikel zu Perspectives on Big Data Analysis: Methodologies and...

Perspectives on Big Data Analysis: Methodologies and Applications: International Workshop on Perspectives on High-dimensional Data Analysis II, May ... (Contemporary Mathematics, 622, Band 622) - Softcover

 
9781470410421: Perspectives on Big Data Analysis: Methodologies and Applications: International Workshop on Perspectives on High-dimensional Data Analysis II, May ... (Contemporary Mathematics, 622, Band 622)
Softcover
ISBN 10: 1470410427 ISBN 13: 9781470410421
Verlag: American Mathematical Society, 2014

Inhaltsangabe

This volume contains the proceedings of the International Workshop on Perspectives on High-dimensional Data Analysis II, held May 30-June 1, 2012, at the Centre de Recherches Mathématiques, Université de Montréal, Montréal, Quebec, Canada.

This book collates applications and methodological developments in high-dimensional statistics dealing with interesting and challenging problems concerning the analysis of complex, high-dimensional data with a focus on model selection and data reduction. The chapters contained in this book deal with submodel selection and parameter estimation for an array of interesting models. The book also presents some surprising results on high-dimensional data analysis, especially when signals cannot be effectively separated from the noise, it provides a critical assessment of penalty estimation when the model may not be sparse, and it suggests alternative estimation strategies. Readers can apply the suggested methodologies to a host of applications and also can extend these methodologies in a variety of directions. This volume conveys some of the surprises, puzzles and success stories in big data analysis and related fields.

This book is co-published with the Centre de Recherches Mathématiques.

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Über die Autorin bzw. den Autor

S. Ejaz Ahmed, Brock University, St. Catharines, Ontario, Canada.

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Verlag
American Mathematical Society
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
1470410427
ISBN 13 
9781470410421
Einband
Taschenbuch
Anzahl der Seiten
191
Herausgeber
Ahmed S. Ejaz
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchpark GmbH
gpsr@buchpark.de

Krügerweg 1
Trebbin
Brandenburg
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Deutschland