Asymptotic Nonparametric Statistical Analysis of Stationary Time Series
Stationarity is a very general, qualitative assumption, that can be assessed on the basis of application specifics. It is thus a rather attractive assumption to base statistical analysis on, especially for problems for which less general qualitative assumptions, such as independence or finite memory...
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| Language: | English |
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Cham :
Springer International Publishing : Imprint: Springer,
2019.
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| Edition: | 1st ed. 2019. |
| Series: | SpringerBriefs in Computer Science,
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| Online Access: | https://doi.org/10.1007/978-3-030-12564-6 |
Table of Contents:
- 1 Introduction
- 2 Preliminaries
- 3 Basic inference
- Clustering and change-point problems
- 5 Hypothesis Testing
- 6 Generalizations
- References.