{"product_id":"theory-of-ridge-regression-estimation-with-applications-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\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eA. K. Md. EHSANES SALEH, PhD, \u003c\/b\u003e is a Professor Emeritus and Distinguished Research Professor in the school of Mathematics and Statistics, Carleton University, Ottawa, Canada. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eMOHAMMAD ARASHI, PhD, \u003c\/b\u003e is an Associate Professor at Shahrood University of Technology, Iran and Extraordinary Professor and C2 rated researcher at University of Pretoria, Pretoria, South Africa. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eB. M. GOLAM KIBRIA, PhD, \u003c\/b\u003e is a Professor in the Department of Mathematics and Statistics at Florida International University, Miami, FL.\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":50848657113362,"sku":"9781118644614","price":123.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_7d644358-6bcc-4744-a2ec-2831d1924605.jpg?v=1737379720","url":"https:\/\/surprise-castle.myshopify.com\/products\/theory-of-ridge-regression-estimation-with-applications-9781118644614","provider":"Surprise Castle","version":"1.0","type":"link"}