Parametric Statistical Change Point Analysis With Applications to Genetics, Medicine, and Finance /

• Main Authors: Chen, Jie (Author), Gupta, Arjun K. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston : Birkhäuser Boston, 2012.
• Edition: Second Edition.
• Subjects: Statistics.; Applied mathematics.; Engineering mathematics.; Probabilities.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Probability Theory and Stochastic Processes.; Applications of Mathematics.

Overall, the book gives a clear and systematic presentation of models and methods. It will be an excellent source for theoretical and applied statisticians who are interested in research on change-point analysis and its applications to many areas.   —Mathematical Reviews (Review of the First Edition...

Table of Contents:

• Preface
• Preliminaries
• Introduction
• Univariate Normal Model
• Multivariate Normal Model
• Regression Model
• Gamma Model
• Exponential Model
• Change Point Model for the Hazard Function
• Discrete Models
• Other Models
• Bibliography
• Author Index
• Subject Index.