Statistical Learning from a Regression Perspective

Berk, Richard A.

ISBN 10: 3319829696 / ISBN 13: 9783319829692

Editore: Springer 2018-06, 2018

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Codice articolo 6666-IUK-9783319829692

Dati bibliografici

• Titolo: Statistical Learning from a Regression Perspective
• Editore: Springer 2018-06
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 3319829696
• ISBN 13: 9783319829692
• Rilegatura: PF
• Condizione: New

Descrizione articolo

Riassunto

This book considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response.

Informazioni sull?autore

Richard Berk is Distinguished Professor of Statistics Emeritus from the Department of Statistics at UCLA and currently a Professor at the University of Pennsylvania in the Department of Statistics and in the Department of Criminology. He is an elected fellow of the American Statistical Association and the American Association for the Advancement of Science and has served in a professional capacity with a number of organizations such as the Committee on Applied and Theoretical Statistics for the National Research Council and the Board of Directors of the Social Science Research Council. His research has ranged across a variety of applications in the social and natural sciences.