Estimations And Tests In Change-point Models
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A01=Odile Pons
Author_Odile Pons
Category=PBT
Change-Points
Density
Detection
Diffusion
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
Estimation
Least Squares Estimator
Maximum Likelihood
Mean
Parametric and Nonparametric Models
Point Process
Regression
Series
Test Statistics
Product details
- ISBN 9789813231764
- Publication Date: 30 Jul 2018
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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"This is a solid mathematical treatment of some topics in the analysis of change-point models. The book is intended for graduate students and scientific researchers using statistics in practice."zbMATHThis book provides a detailed exposition of the specific properties of methods of estimation and test in a wide range of models with changes. They include parametric and nonparametric models for samples, series, point processes and diffusion processes, with changes at the threshold of variables or at a time or an index of sampling.The book contains many new results and fills a gap in statistics literature, where the asymptotic properties of the estimators and test statistics in singular models are not sufficiently developed. It is suitable for graduate students and scientific researchers working in the industry, governmental laboratories and academia.
