Nonparametric Methods in Change Point Problems

Nonparametric Methods in Change Point Problems
Author :
Publisher : Springer Science & Business Media
Total Pages : 228
Release :
ISBN-10 : 0792321227
ISBN-13 : 9780792321224
Rating : 4/5 (224 Downloads)

Book Synopsis Nonparametric Methods in Change Point Problems by : E. Brodsky

Download or read book Nonparametric Methods in Change Point Problems written by E. Brodsky and published by Springer Science & Business Media. This book was released on 1993-01-31 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosive development of information science and technology puts in new problems involving statistical data analysis. These problems result from higher re quirements concerning the reliability of statistical decisions, the accuracy of math ematical models and the quality of control in complex systems. A new aspect of statistical analysis has emerged, closely connected with one of the basic questions of cynergetics: how to "compress" large volumes of experimental data in order to extract the most valuable information from data observed. De tection of large "homogeneous" segments of data enables one to identify "hidden" regularities in an object's behavior, to create mathematical models for each seg ment of homogeneity, to choose an appropriate control, etc. Statistical methods dealing with the detection of changes in the characteristics of random processes can be of great use in all these problems. These methods have accompanied the rapid growth in data beginning from the middle of our century. According to a tradition of more than thirty years, we call this sphere of statistical analysis the "theory of change-point detection. " During the last fifteen years, we have witnessed many exciting developments in the theory of change-point detection. New promising directions of research have emerged, and traditional trends have flourished anew. Despite this, most of the results are widely scattered in the literature and few monographs exist. A real need has arisen for up-to-date books which present an account of important current research trends, one of which is the theory of non parametric change--point detection.


Nonparametric Methods in Change Point Problems Related Books

Nonparametric Methods in Change Point Problems
Language: en
Pages: 228
Authors: E. Brodsky
Categories: Mathematics
Type: BOOK - Published: 1993-01-31 - Publisher: Springer Science & Business Media

GET EBOOK

The explosive development of information science and technology puts in new problems involving statistical data analysis. These problems result from higher re q
Nonparametric Statistical Methods
Language: en
Pages: 872
Authors: Myles Hollander
Categories: Mathematics
Type: BOOK - Published: 2013-11-25 - Publisher: John Wiley & Sons

GET EBOOK

Praise for the Second Edition “This book should be an essential part of the personal library of every practicing statistician.”—Technometrics Thoroughly r
All of Nonparametric Statistics
Language: en
Pages: 272
Authors: Larry Wasserman
Categories: Mathematics
Type: BOOK - Published: 2006-09-10 - Publisher: Springer Science & Business Media

GET EBOOK

This text provides the reader with a single book where they can find accounts of a number of up-to-date issues in nonparametric inference. The book is aimed at
Nonparametric Statistical Methods Using R
Language: en
Pages: 283
Authors: John Kloke
Categories: Mathematics
Type: BOOK - Published: 2014-10-09 - Publisher: CRC Press

GET EBOOK

A Practical Guide to Implementing Nonparametric and Rank-Based Procedures Nonparametric Statistical Methods Using R covers traditional nonparametric methods and
Nonparametric Methods in Statistics with SAS Applications
Language: en
Pages: 193
Authors: Olga Korosteleva
Categories: Mathematics
Type: BOOK - Published: 2013-08-19 - Publisher: CRC Press

GET EBOOK

Designed for a graduate course in applied statistics, Nonparametric Methods in Statistics with SAS Applications teaches students how to apply nonparametric tech