Directions in Robust Statistics and Diagnostics

Directions in Robust Statistics and Diagnostics
Author :
Publisher : Springer Science & Business Media
Total Pages : 384
Release :
ISBN-10 : 9781461244448
ISBN-13 : 1461244447
Rating : 4/5 (447 Downloads)

Book Synopsis Directions in Robust Statistics and Diagnostics by : Werner Stahel

Download or read book Directions in Robust Statistics and Diagnostics written by Werner Stahel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IMA Volume in Mathematics and its Applications DIRECTIONS IN ROBUST STATISTICS AND DIAGNOSTICS is based on the proceedings of the first four weeks of the six week IMA 1989 summer program "Robustness, Diagnostics, Computing and Graphics in Statistics". An important objective of the organizers was to draw a broad set of statisticians working in robustness or diagnostics into collaboration on the challenging problems in these areas, particularly on the interface between them. We thank the organizers of the robustness and diagnostics program Noel Cressie, Thomas P. Hettmansperger, Peter J. Huber, R. Douglas Martin, and especially Werner Stahel and Sanford Weisberg who edited the proceedings. A vner Friedman Willard Miller, Jr. PREFACE Central themes of all statistics are estimation, prediction, and making decisions under uncertainty. A standard approach to these goals is through parametric mod elling. Parametric models can give a problem sufficient structure to allow standard, well understood paradigms to be applied to make the required inferences. If, how ever, the parametric model is not completely correct, then the standard inferential methods may not give reasonable answers. In the last quarter century, particularly with the advent of readily available computing, more attention has been paid to the problem of inference when the parametric model used is not correctly specified.


Directions in Robust Statistics and Diagnostics Related Books

Directions in Robust Statistics and Diagnostics
Language: en
Pages: 384
Authors: Werner Stahel
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This IMA Volume in Mathematics and its Applications DIRECTIONS IN ROBUST STATISTICS AND DIAGNOSTICS is based on the proceedings of the first four weeks of the s
Robust Diagnostic Regression Analysis
Language: en
Pages: 342
Authors: Anthony Atkinson
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Graphs are used to understand the relationship between a regression model and the data to which it is fitted. The authors develop new, highly informative graphs
Robust Statistics
Language: en
Pages: 502
Authors: Frank R. Hampel
Categories: Mathematics
Type: BOOK - Published: 2011-09-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The Wiley-Interscience Paperback Series consists of selectedbooks that have been made more accessible to consumers in an effortto increase global appeal and gen
Algorithms, Routines, and S-Functions for Robust Statistics
Language: en
Pages: 452
Authors: Alfio Marazzi
Categories: Mathematics
Type: BOOK - Published: 1993-02-01 - Publisher: CRC Press

DOWNLOAD EBOOK

ROBETH (written in ANSI FORTRAN 77) is a systematized collection of algorithms that allows computation of a broad class of procedures based on M- and high-break
Robust Statistics, Data Analysis, and Computer Intensive Methods
Language: en
Pages: 439
Authors: Helmut Rieder
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

To celebrate Peter Huber's 60th birthday in 1994, our university had invited for a festive occasion in the afternoon of Thursday, June 9. The invitation to hono