Author(s): Klaus Nordhausen, Sara Taskinen (eds.)
Publisher: Springer International Publishing
Year: 2015
Language: English
Pages: 513
Tags: Statistical Theory and Methods; Signal, Image and Speech Processing; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Front Matter....Pages i-xx
Front Matter....Pages 1-1
When We Were Very Young: Some Recollections from Hannu Oja’s First Years of Academic Life....Pages 3-6
Publication and Coauthorship Networks of Hannu Oja....Pages 7-27
Front Matter....Pages 29-29
Approximate U-Statistics for State Waiting Times Under Right Censoring....Pages 31-46
Nonparametric Location Estimators in the Randomized Complete Block Design....Pages 47-68
Permutation Tests in Linear Regression....Pages 69-90
Highly Robust and Highly Finite Sample Efficient Estimators for the Linear Model....Pages 91-108
Optimal Rank Tests for Symmetry Against Edgeworth-Type Alternatives....Pages 109-132
Generalized MM-Tests for Symmetry....Pages 133-148
Front Matter....Pages 149-149
M-Estimators of the Correlation Coefficient for Bivariate Independent Component Distributions....Pages 151-166
Robust Coordinates for Compositional Data Using Weighted Balances....Pages 167-184
Computation of the Oja Median by Bounded Search....Pages 185-203
Algorithms for the Spatial Median....Pages 205-224
L1-Regression for Multivariate Clustered Data....Pages 225-234
Robust Variable Selection and Coefficient Estimation in Multivariate Multiple Regression Using LAD-Lasso....Pages 235-247
On Some Nonparametric Classifiers Based on Distribution Functions of Multivariate Ranks....Pages 249-264
Robust Change Detection in the Dependence Structure of Multivariate Time Series....Pages 265-288
Tyler’s M-Estimator in High-Dimensional Financial-Data Analysis....Pages 289-305
Affine Equivariant Rank-Weighted L-Estimation of Multivariate Location....Pages 307-323
Robust High-Dimensional Precision Matrix Estimation....Pages 325-350
Paired Sample Tests in Infinite Dimensional Spaces....Pages 351-370
Front Matter....Pages 149-149
Semiparametric Analysis in Conditionally Independent Multivariate Mixture Models....Pages 371-392
Front Matter....Pages 393-393
A B-Robust Non-Iterative Scatter Matrix Estimator: Asymptotics and Application to Cluster Detection Using Invariant Coordinate Selection....Pages 395-423
On ANOVA-Like Matrix Decompositions....Pages 425-439
On Invariant Within Equivalence Coordinate System (IWECS) Transformations....Pages 441-453
Alternative Diagonality Criteria for SOBI....Pages 455-469
Robust Simultaneous Sparse Approximation....Pages 471-489
Nonparametric Detection of Complex-Valued Cyclostationary Signals....Pages 491-506
