Home : Book details

Shrinkage Estimation for Mean and Covariance Matrices (JSS Research Series in Statistics) free ebook download

Category:
Statistics

Views: 54
Likes: 0

Catalogue

Author(s):	Hisayuki Tsukuma

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	9811515956
Pages:	121	OCR:		Quality:		ISBN13:
Uploader:	risotor	Upload Date:	4/22/2024 7:42:32 PM

To download click on link in the Links Table below

Description: Click to see full description

9811515956 pdf
9811515956 pdf
This book provides a self-contained introduction to shrinkage estimation for matrix-variate normal distribution models. More specifically, it presents recent techniques and results in estimation of mean and covariance matrices with a high-dimensional setting that implies singularity of the sample covariance matrix. Such high-dimensional models can be analyzed by using the same arguments as for low-dimensional models, thus yielding a unified approach to both high- and low-dimensional shrinkage estimations. The unified shrinkage approach not only integrates modern and classical shrinkage estimation, but is also required for further development of the field. Beginning with the notion of decision-theoretic estimation, this book explains matrix theory, group invariance, and other mathematical tools for finding better estimators. It also includes examples of shrinkage estimators for improving standard estimators, such as least squares, maximum likelihood, and minimum risk invariantestimators, and discusses the historical background and related topics in decision-theoretic estimation of parameter matrices. This book is useful for researchers and graduate students in various fields requiring data analysis skills as well as in mathematical statistics.
Read more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3256588	Book	https://rapidgator.net/file/a5a169e16260...		0.00	risotor

Tags: Covariance Estimation Matrices Mean Research Shrinkage Statistics

Title	Link	Password	Size	Reason

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

New comment:

Shrinkage Estimation for Mean and Covariance Matrices (JSS Research Series in Statistics) free ebook download

Category: Statistics

Description: Click to see full description

Category:
Statistics