Peter J. Rousseeuw & Annick M. Leroy 
Robust Regression and Outlier Detection [PDF ebook] 

Ủng hộ

WILEY-INTERSCIENCE PAPERBACK SERIES
The Wiley-Interscience Paperback Series consists of selected
books that have been made more accessible to consumers in an effort
to increase global appeal and general circulation. With these new
unabridged softcover volumes, Wiley hopes to extend the lives of
these works by making them available to future generations of
statisticians, mathematicians, and scientists.
‘The writing style is clear and informal, and much of the
discussion is oriented to application. In short, the book is a
keeper.’
-Mathematical Geology
‘I would highly recommend the addition of this book to the
libraries of both students and professionals. It is a useful
textbook for the graduate student, because it emphasizes both the
philosophy and practice of robustness in regression settings, and
it provides excellent examples of precise, logical proofs of
theorems. . . .Even for those who are familiar with robustness, the
book will be a good reference because it consolidates the research
in high-breakdown affine equivariant estimators and includes an
extensive bibliography in robust regression, outlier diagnostics,
and related methods. The aim of this book, the authors tell us, is
‘to make robust regression available for everyday statistical
practice.’ Rousseeuw and Leroy have included all of the
necessary ingredients to make this happen.’
-Journal of the American Statistical Association

€135.99
phương thức thanh toán

Mục lục

1. Introduction.
2. Simple Regression.
3. Multiple Regression.
4. The Special Case of One-Dimensional Location.
5. Algorithms.
6. Outlier Diagnostics.
7. Related Statistical Techniques.
References.
Table of Data Sets.
Index.

Giới thiệu về tác giả

Peter J. Rousseeuw, Ph D, is currently a Professor at the University of Antwerp in Belgium. He received his Ph D in Statistics in 1981. His research interests include the influence function approach to robust statistics and cluster analysis.
Annick M. Leroy is affiliated with Vrije University in Brussels, Belgium.

Mua cuốn sách điện tử này và nhận thêm 1 cuốn MIỄN PHÍ!
Ngôn ngữ Anh ● định dạng PDF ● Trang 360 ● ISBN 9780471725374 ● Kích thước tập tin 16.0 MB ● Nhà xuất bản John Wiley & Sons ● Được phát hành 2005 ● Phiên bản 1 ● Có thể tải xuống 24 tháng ● Tiền tệ EUR ● TÔI 2329106 ● Sao chép bảo vệ Adobe DRM
Yêu cầu trình đọc ebook có khả năng DRM

Thêm sách điện tử từ cùng một tác giả / Biên tập viên

4.014 Ebooks trong thể loại này