Home : Book details

Penalty, Shrinkage and Pretest Strategies: Variable Selection and Estimation free ebook download

Category:
Mathematics

Views: 128
Likes: 220

Catalogue

Author(s):	S. Ejaz Ahmed

Date:	2019	Format:	PDF	Language:	English	ISBN/ASIN:	3319031481
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	7/20/2019 8:36:05 AM

To download click on link in the Links Table below

Description: Click to see full description

The objective of this book is to compare the statistical properties of penalty and non-penalty estimation strategies for some popular models. Specifically, it considers the full model, submodel, penalty, pretest and shrinkage estimation techniques for three regression models before presenting the asymptotic properties of the non-penalty estimators and their asymptotic distributional efficiency comparisons. Further, the risk properties of the non-penalty estimators and penalty estimators are explored through a Monte Carlo simulation study. Showcasing examples based on real datasets, the book will be useful for students and applied researchers in a host of applied fields.
The books level of presentation and style make it accessible to a broad audience. It offers clear, succinct expositions of each estimation strategy. More importantly, it clearly describes how to use each estimation strategy for the problem at hand. The book is largely self-contained, as are the individual chapters, so that anyone interested in a particular topic or area of application may read only that specific chapter. The book is specially designed for graduate students who want to understand the foundations and concepts underlying penalty and non-penalty estimation and its applications. It is well-suited as a textbook for senior undergraduate and graduate courses surveying penalty and non-penalty estimation strategies, and can also be used as a reference book for a host of related subjects, including courses on meta-analysis. Professional statisticians will find this book to be a valuable reference work, since nearly all chapters are self-contained.

My Link

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2537038	Book	http://k2s.cc/file/dd68fdbef8f9c...		1.60	gestalt

Tags: Estimation Penalty Pretest Selection Shrinkage Strategies Variable

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment:

Penalty, Shrinkage and Pretest Strategies: Variable Selection and Estimation free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics