{"product_id":"theory-of-ridge-regression-estimation-mohammad-arashi-9781118644614","title":"Theory of Ridge Regression Estimation with Applications","description":"\u003cp\u003e\u003cb\u003eA guide to the systematic analytical results for ridge, LASSO, preliminary test, and Stein-type estimators with applications\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eTheory of Ridge Regression Estimation with Applications\u003c\/i\u003e 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.\u003c\/p\u003e \u003cp\u003eDesigned 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: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eOffers theoretical coverage and computer-intensive applications of the procedures presented\u003c\/li\u003e \u003cli\u003eContains solutions and alternate methods for prediction accuracy and selecting model procedures\u003c\/li\u003e \u003cli\u003ePresents the first book to focus on ridge regression and unifies past research with current methodology\u003c\/li\u003e \u003cli\u003eUses R throughout the text and includes a companion website containing convenient data sets\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWritten for graduate students, practitioners, and researchers in various fields of science, \u003ci\u003eTheory of Ridge Regression Estimation with Applications\u003c\/i\u003e is an authoritative guide to the theory and methodology of statistical estimation.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e A. K. MD Ehsanes Saleh, Mohammad Arashi, B. M. Golam Kibria\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1118644611\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781118644614\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/12\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 384\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.50lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.10w x 1.00d","brand":"A. K. MD Ehsanes Saleh","offers":[{"title":"Hardcover","offer_id":44067109634303,"sku":"9781118644614","price":133.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_16e60d7d-51b9-4b95-9cba-593cdb824ed9.jpg?v=1685411250","url":"https:\/\/www.whiterainbookhouse.com\/products\/theory-of-ridge-regression-estimation-mohammad-arashi-9781118644614","provider":"WR Book House","version":"1.0","type":"link"}