Nordhausen, Klaus
Modern Nonparametric, Robust and Multivariate Methods
Part I. Remarks About Hannu Oja’s Career and Publications
1. When We Were Very Young: Some Recollections from Hannu Oja’s First Years of Academic Life
Elja Arjas
2. Publication and Coauthorship Networks of Hannu Oja
Daniel Fischer, Klaus Nordhausen, Sara Taskinen
Part II. Univariate Nonparametric and Robust Methods
3. Approximate U-Statistics for State Waiting Times Under Right Censoring
Somnath Datta, Douglas J. Lorenz, Susmita Datta
4. Nonparametric Location Estimators in the Randomized Complete Block Design
Stefanie Hayoz, Jürg Hüsler
5. Permutation Tests in Linear Regression
Jukka Nyblom
6. Highly Robust and Highly Finite Sample Efficient Estimators for the Linear Model
Ezequiel Smucler, Víctor J. Yohai
7. Optimal Rank Tests for Symmetry Against Edgeworth-Type Alternatives
Delphine Cassart, Marc Hallin, Davy Paindaveine
8. Generalized MM-Tests for Symmetry
Jue Wang, David E. Tyler
Part III. Nonparametric and Robust Methods for Multivariate and Functional Data
9. M-Estimators of the Correlation Coefficient for Bivariate Independent Component Distributions
Georgy Shevlyakov, Pavel Smirnov
10. Robust Coordinates for Compositional Data Using Weighted Balances
Peter Filzmoser, Karel Hron
11. Computation of the Oja Median by Bounded Search
Karl Mosler, Oleksii Pokotylo
12. Algorithms for the Spatial Median
John T. Kent, Fikret Er, Patrick D. L. Constable
13. L
Jaakko Nevalainen, Denis Larocque
14. Robust Variable Selection and Coefficient Estimation in Multivariate Multiple Regression Using LAD-Lasso
Jyrki Möttönen, Mikko J. Sillanpää
15. On Some Nonparametric Classifiers Based on Distribution Functions of Multivariate Ranks
Olusola Samuel Makinde, Biman Chakraborty
16. Robust Change Detection in the Dependence Structure of Multivariate Time Series
Daniel Vogel, Roland Fried
17. Tyler’s M-Estimator in High-Dimensional Financial-Data Analysis
Gabriel Frahm, Uwe Jaekel
18. Affine Equivariant Rank-Weighted L-Estimation of Multivariate Location
Pranab Kumar Sen, Jana Jurečková, Jan Picek
19. Robust High-Dimensional Precision Matrix Estimation
Viktoria Öllerer, Christophe Croux
20. Paired Sample Tests in Infinite Dimensional Spaces
Anirvan Chakraborty, Probal Chaudhuri
21. Semiparametric Analysis in Conditionally Independent Multivariate Mixture Models
Tracey W. Hammel, Thomas P. Hettmansperger, Denis H. Y. Leung, Jing Qin
Part IV. Invariant Coordinate Selection and Related Methods
22. A B-Robust Non-Iterative Scatter Matrix Estimator: Asymptotics and Application to Cluster Detection Using Invariant Coordinate Selection
Mohamed Fekri, Anne Ruiz-Gazen
23. On ANOVA-Like Matrix Decompositions
Giuseppe Bove, Frank Critchley, Radka Sabolova, Germain Bever
24. On Invariant Within Equivalence Coordinate System (IWECS) Transformations
Robert Serfling
25. Alternative Diagonality Criteria for SOBI
Jari Miettinen
26. Robust Simultaneous Sparse Approximation
Esa Ollila
27. Nonparametric Detection of Complex-Valued Cyclostationary Signals
Visa Koivunen, Jarmo Lundén
Keywords: Statistics, Statistical Theory and Methods, Signal, Image and Speech Processing, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
- Editor
- Nordhausen, Klaus
- Taskinen, Sara
- Publisher
- Springer
- Publication year
- 2015
- Language
- en
- Edition
- 1st ed. 2015
- Page amount
- 20 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9783319224046
- Printed ISBN
- 978-3-319-22403-9