Theory of Ridge Regression Estimation with Applications

Language: English

Published by John Wiley & Sons Feb 2019, 2019

1118644611 / 9781118644614

Series: Book 1 of 358 - Wiley Series in Probability and Statistics

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - A guide to the systematic analytical results for ridge, LASSO, preliminary test, and Stein-type estimators with applications Theory of Ridge Regression Estimation with Applications offers a comprehensive guide to the theory and methods of estimation. Ridge regression and LASSO are at the center of all penalty estimators in a range of standard models that are used in many applied statistical analyses. Written by noted experts in the field, the book contains a thorough introduction to penalty and shrinkage estimation and explores the role that ridge, LASSO, and logistic regression play in the computer intensive area of neural network and big data analysis. Designed to be accessible, the book presents detailed coverage of the basic terminology related to various models such as the location and simple linear models, normal and rank theory-based ridge, LASSO, preliminary test and Stein-type estimators.¿The authors also include problem sets to enhance learning. This book is a volume in the Wiley Series in Probability and Statistics series that provides essential and invaluable reading for all statisticians. This important resource: - Offers theoretical coverage and computer-intensive applications of the procedures presented - Contains solutions and alternate methods for prediction accuracy and selecting model procedures - Presents the first book to focus on ridge regression and unifies past research with current methodology - Uses R throughout the text and includes a companion website containing convenient data sets Written for graduate students, practitioners, and researchers in various fields of science, Theory of Ridge Regression Estimation with Applications is an authoritative guide to the theory and methodology of statistical estimation.

Seller Inventory # 9781118644614

Title
Theory of Ridge Regression Estimation with Applications
Author
A K MD Ehsanes Saleh
Publisher
John Wiley & Sons Feb 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1118644611
ISBN 13
9781118644614
Item weight
680 grams
Dimensions
231x155x25 mm
Series
Book 1 of 358: Wiley Series in Probability and Statistics

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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