دانلود کتاب Theory of Ridge Regression Estimation with Applications
by A.K. Md. Ehsanes Saleh, MohammadArashi, B.M. Golam Kibria|
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عنوان فارسی: نظریه ریج تخمين رگرسيون با برنامه های کاربردی |
دانلود کتاب
جزییات کتاب
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.



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