Theory of Nonparametric Tests
This textbook provides a self-contained presentation of the main concepts and methods of nonparametric statistical testing, with a particular focus on the theoretical foundations of goodness-of-fit tests, rank tests, resampling tests, and projection tests. The substitution principle is employed as a...
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham :
Springer International Publishing,
2018.
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| Ausgabe: | 1st ed. 2018. |
| Schlagworte: | |
| ISBN: | 9783319763156 |
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Inhaltsangabe:
- Introduction and Examples
- Empirical Measure, Empirical Processes
- Goodness-of-fit Tests
- Rank Tests
- Asymptotics of Linear Resampling Statistics
- Bootstrap Methods for Linear Models
- Projection Tests
- Some Extensions.