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Author : Edward G. Carlstein
Publisher : IMS
ISBN 13 : 9780940600348
Total Pages : 400 pages
Book Rating : 4.6/5 (3 download)
Download or read book Change-point Problems written by Edward G. Carlstein and published by IMS. This book was released on 1994 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : E. Brodsky
Publisher : Springer Science & Business Media
ISBN 13 : 9401581630
Total Pages : 221 pages
Book Rating : 4.4/5 (15 download)
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 2013-03-14 with total page 221 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.
Author : Jie Chen
Publisher : Springer Science & Business Media
ISBN 13 : 1475731310
Total Pages : 190 pages
Book Rating : 4.4/5 (757 download)
Download or read book Parametric Statistical Change Point Analysis written by Jie Chen and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently there has been a keen interest in the statistical analysis of change point detec tion and estimation. Mainly, it is because change point problems can be encountered in many disciplines such as economics, finance, medicine, psychology, geology, litera ture, etc. , and even in our daily lives. From the statistical point of view, a change point is a place or time point such that the observations follow one distribution up to that point and follow another distribution after that point. Multiple change points problem can also be defined similarly. So the change point(s) problem is two fold: one is to de cide if there is any change (often viewed as a hypothesis testing problem), another is to locate the change point when there is a change present (often viewed as an estimation problem). The earliest change point study can be traced back to the 1950s. During the fol lowing period of some forty years, numerous articles have been published in various journals and proceedings. Many of them cover the topic of single change point in the means of a sequence of independently normally distributed random variables. Another popularly covered topic is a change point in regression models such as linear regres sion and autoregression. The methods used are mainly likelihood ratio, nonparametric, and Bayesian. Few authors also considered the change point problem in other model settings such as the gamma and exponential.
Author :
Publisher :
ISBN 13 :
Total Pages : 385 pages
Book Rating : 4.:/5 (276 download)
Download or read book Change-point Problems written by and published by . This book was released on 2008* with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This e-book is the product of Project Euclid and its mission to advance scholarly communication in the field of theoretical and applied mathematics and statistics. Project Euclid was developed and deployed by the Cornell University Library and is jointly managed by Cornell and the Duke University Press.
Author : Jie Chen
Publisher : Birkhäuser
ISBN 13 : 9780817641696
Total Pages : 184 pages
Book Rating : 4.6/5 (416 download)
Download or read book Parametric Statistical Change Point Analysis written by Jie Chen and published by Birkhäuser. This book was released on 2000-06-15 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently there has been a keen interest in the statistical analysis of change point detec tion and estimation. Mainly, it is because change point problems can be encountered in many disciplines such as economics, finance, medicine, psychology, geology, litera ture, etc. , and even in our daily lives. From the statistical point of view, a change point is a place or time point such that the observations follow one distribution up to that point and follow another distribution after that point. Multiple change points problem can also be defined similarly. So the change point(s) problem is two fold: one is to de cide if there is any change (often viewed as a hypothesis testing problem), another is to locate the change point when there is a change present (often viewed as an estimation problem). The earliest change point study can be traced back to the 1950s. During the fol lowing period of some forty years, numerous articles have been published in various journals and proceedings. Many of them cover the topic of single change point in the means of a sequence of independently normally distributed random variables. Another popularly covered topic is a change point in regression models such as linear regres sion and autoregression. The methods used are mainly likelihood ratio, nonparametric, and Bayesian. Few authors also considered the change point problem in other model settings such as the gamma and exponential.
Author : Alexander Tartakovsky
Publisher : CRC Press
ISBN 13 : 1439838208
Total Pages : 605 pages
Book Rating : 4.4/5 (398 download)
Download or read book Sequential Analysis written by Alexander Tartakovsky and published by CRC Press. This book was released on 2014-08-27 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sequential Analysis: Hypothesis Testing and Changepoint Detection systematically develops the theory of sequential hypothesis testing and quickest changepoint detection. It also describes important applications in which theoretical results can be used efficiently. The book reviews recent accomplishments in hypothesis testing and changepoint detection both in decision-theoretic (Bayesian) and non-decision-theoretic (non-Bayesian) contexts. The authors not only emphasize traditional binary hypotheses but also substantially more difficult multiple decision problems. They address scenarios with simple hypotheses and more realistic cases of two and finitely many composite hypotheses. The book primarily focuses on practical discrete-time models, with certain continuous-time models also examined when general results can be obtained very similarly in both cases. It treats both conventional i.i.d. and general non-i.i.d. stochastic models in detail, including Markov, hidden Markov, state-space, regression, and autoregression models. Rigorous proofs are given for the most important results. Written by leading authorities in the field, this book covers the theoretical developments and applications of sequential hypothesis testing and sequential quickest changepoint detection in a wide range of engineering and environmental domains. It explains how the theoretical aspects influence the hypothesis testing and changepoint detection problems as well as the design of algorithms.
Author : W.R. Gilks
Publisher : CRC Press
ISBN 13 : 1482214970
Total Pages : 505 pages
Book Rating : 4.4/5 (822 download)
Download or read book Markov Chain Monte Carlo in Practice written by W.R. Gilks and published by CRC Press. This book was released on 1995-12-01 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a family study of breast cancer, epidemiologists in Southern California increase the power for detecting a gene-environment interaction. In Gambia, a study helps a vaccination program reduce the incidence of Hepatitis B carriage. Archaeologists in Austria place a Bronze Age site in its true temporal location on the calendar scale. And in France,
Author : Miklós Csörgö
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 448 pages
Book Rating : 4.3/5 (91 download)
Download or read book Limit Theorems in Change-Point Analysis written by Miklós Csörgö and published by John Wiley & Sons. This book was released on 1997-12-29 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Change-point problems arise in a variety of experimental and mathematical sciences, as well as in engineering and health sciences. This rigorously researched text provides a comprehensive review of recent probabilistic methods for detecting various types of possible changes in the distribution of chronologically ordered observations. Further developing the already well-established theory of weighted approximations and weak convergence, the authors provide a thorough survey of parametric and non-parametric methods, regression and time series models together with sequential methods. All but the most basic models are carefully developed with detailed proofs, and illustrated by using a number of data sets. Contains a thorough survey of: The Likelihood Approach Non-Parametric Methods Linear Models Dependent Observations This book is undoubtedly of interest to all probabilists and statisticians, experimental and health scientists, engineers, and essential for those working on quality control and surveillance problems. Foreword by David Kendall
Author : B. Sinha
Publisher : Nova Science Pub Incorporated
ISBN 13 : 9781560722045
Total Pages : 192 pages
Book Rating : 4.7/5 (22 download)
Download or read book Applied Change Point Problems in Statistics written by B. Sinha and published by Nova Science Pub Incorporated. This book was released on 1995 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yanhong Wu
Publisher : Springer Science & Business Media
ISBN 13 : 0387262695
Total Pages : 164 pages
Book Rating : 4.3/5 (872 download)
Download or read book Inference for Change Point and Post Change Means After a CUSUM Test written by Yanhong Wu and published by Springer Science & Business Media. This book was released on 2007-12-29 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main emphasis is on the inference problem for the change point and post-change parameters after a change has been detected. More specifically, due to the convenient form and statistical properties, the author concentrates on the CUSUM procedure. The goal is to provide some quantitative evaluations on the statistical properties of estimators on the change point and post-change parameters.
Author : Boris Brodsky
Publisher : CRC Press
ISBN 13 : 1498755976
Total Pages : 366 pages
Book Rating : 4.4/5 (987 download)
Download or read book Change-Point Analysis in Nonstationary Stochastic Models written by Boris Brodsky and published by CRC Press. This book was released on 2016-12-12 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the development of methods for detection and estimation of changes in complex systems. These systems are generally described by nonstationary stochastic models, which comprise both static and dynamic regimes, linear and nonlinear dynamics, and constant and time-variant structures of such systems. It covers both retrospective and sequential problems, particularly theoretical methods of optimal detection. Such methods are constructed and their characteristics are analyzed both theoretically and experimentally. Suitable for researchers working in change-point analysis and stochastic modelling, the book includes theoretical details combined with computer simulations and practical applications. Its rigorous approach will be appreciated by those looking to delve into the details of the methods, as well as those looking to apply them.
Author :
Publisher :
ISBN 13 : 9780817672492
Total Pages : 288 pages
Book Rating : 4.6/5 (724 download)
Download or read book Parametric Statistical Change Point Analysis written by and published by . This book was released on 2011-11-01 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Frederic Butterfield Knight
Publisher :
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4.:/5 (31 download)
Download or read book Problems in the Teaching of Arithmetic written by Frederic Butterfield Knight and published by . This book was released on 1924 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : William Watson
Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.:/5 (321 download)
Download or read book A Course in Descriptive Geometry written by William Watson and published by . This book was released on 1874 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mayer Alvo
Publisher : Springer
ISBN 13 : 3319941534
Total Pages : 279 pages
Book Rating : 4.3/5 (199 download)
Download or read book A Parametric Approach to Nonparametric Statistics written by Mayer Alvo and published by Springer. This book was released on 2018-10-12 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates that nonparametric statistics can be taught from a parametric point of view. As a result, one can exploit various parametric tools such as the use of the likelihood function, penalized likelihood and score functions to not only derive well-known tests but to also go beyond and make use of Bayesian methods to analyze ranking data. The book bridges the gap between parametric and nonparametric statistics and presents the best practices of the former while enjoying the robustness properties of the latter. This book can be used in a graduate course in nonparametrics, with parts being accessible to senior undergraduates. In addition, the book will be of wide interest to statisticians and researchers in applied fields.
Author : John P. Kotter
Publisher : Harvard Business Press
ISBN 13 : 1422186431
Total Pages : 210 pages
Book Rating : 4.4/5 (221 download)
Download or read book Leading Change written by John P. Kotter and published by Harvard Business Press. This book was released on 2012 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the ill-fated dot-com bubble to unprecedented merger and acquisition activity to scandal, greed, and, ultimately, recession -- we've learned that widespread and difficult change is no longer the exception. By outlining the process organizations have used to achieve transformational goals and by identifying where and how even top performers derail during the change process, Kotter provides a practical resource for leaders and managers charged with making change initiatives work.
Author : Jie Chen
Publisher :
ISBN 13 : 9781475731323
Total Pages : 196 pages
Book Rating : 4.7/5 (313 download)
Download or read book Parametric Statistical Change Point Analysis written by Jie Chen and published by . This book was released on 2014-01-15 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:
