Klaus Nordhausen

- Docent,
Department of Social Research (Faculty of Social Sciences)

klaus.nordhausen@utu.fi

http://users.utu.fi/klanor/index.html

Publications

1 of 3

JADE for Tensor-Valued Observations (2018)
- Journal of Computational and Graphical Statistics
Joni Virta, Bing Li, Klaus Nordhausen, Hannu Oja
(A1 Refereed original research article in a scientific journal)
Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace (2017)
- IEEE Signal Processing Letters
Nordhausen K, Oja H, Tyler DE, Virta J
(A1 Refereed original research article in a scientific journal)
Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp (2017)
- Journal of Statistical Software
J. Miettinen, K. Nordhausen, S. Taskinen
(A1 Refereed original research article in a scientific journal)
Blind source separation of tensor-valued time series (2017)
- Signal Processing
Virta Joni, Nordhausen Klaus
(A1 Refereed original research article in a scientific journal)
Complex Valued Robust Multidimensional SOBI (2017)
- Lecture Notes in Computer Science
Latent Variable Analysis and Signal Separation: 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings N. Lietzen, K. Nordhausen, P. Ilmonen
(A4 Refereed article in a conference publication )
Independent component analysis for tensor-valued data (2017)
- Journal of Multivariate Analysis
Virta J, Li B, Nordhausen K, Oja H
(A1 Refereed original research article in a scientific journal)
On Independent Component Analysis with Stochastic Volatility Models (2017)
- Austrian Journal of Statistics
Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(A1 Refereed original research article in a scientific journal)
On the Optimal Non-linearities for Gaussian Mixtures in FastICA (2017)
- Lecture Notes in Computer Science
Latent Variable Analysis and Signal Separation: 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings Joni Virta, Klaus Nordhausen
(A4 Refereed article in a conference publication )
Subgroup detection in genotype data using invariant coordinate selection (2017)
- BMC Bioinformatics
Fischer D, Honkatukia M, Tuiskula-Haavisto M, Nordhausen K, Cavero D, Preisinger R, Vilkki J
(A1 Refereed original research article in a scientific journal)
Supervised dimension reduction for multivariate time series (2017)
- Econometrics and Statistics
Matilainen Markus, Croux Christophe, Nordhausen Klaus, Oja Hannu
(A1 Refereed original research article in a scientific journal)
The squared symmetric FastICA estimator (2017)
- Signal Processing
Miettinen J, Nordhausen K, Oja H, Taskinen S, Virta J
(A1 Refereed original research article in a scientific journal)
To make, or not to make any moment assumptions (2017)
- Suomen Tilastoseuran Vuosikirja
Suomen tilastoseuran vuosikirja 2015-2016 Klaus Nordhausen, Esa Ollila, Sara Taskinen
(B3 Non-refereed article in a conference publication)
A more efficient second order blind identification method for separation of uncorrelated stationary time series (2016)
- Statistics and Probability Letters
Sara Taskinen, Jari Miettinen, Klaus Nordhausen
(A1 Refereed original research article in a scientific journal)
Applying fully tensorial ICA to fMRI data (2016) Proceedings of the 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) Joni Virta, Sara Taskinen, Klaus Nordhausen
(A4 Refereed article in a conference publication )
Combining Linear Dimension Reduction Estimates (2016) Recent Advances in Robust Statistics: Theory and Applications E. Liski, K. Nordhausen, H. Oja, A. Ruiz-Gazen
(A3 Refereed book chapter or chapter in a compilation book)
ICA and Stochastic Volatility Models (2016) Computer Data Analysis and Modeling: Theoretical and Applied Stochastics, Proceedings of the XI International Conference, Minsk, September 6-10, 2016 Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(A4 Refereed article in a conference publication )
ICSOutlier: Outlier Detection Using Invariant Coordinate Selection (2016) Aurore Archimbaud, Klaus Nordhausen, Anne Ruiz-Gazen
(I2 ICT program or software application )
ICtest: Estimating and Testing the Number of Interesting Components in Linear Dimension Reduction (2016) Klaus Nordhausen, Hannu Oja, David E. Tyler, Joni Virta
(I2 ICT program or software application )
Minimum Distance Index for Complex Valued ICA (2016)
- Statistics and Probability Letters
Lietzen N., Nordhausen K., Ilmonen P.
(A1 Refereed original research article in a scientific journal)
New Algorithms for M-estimation of Multivariate Location and Scatter (2016)
- Journal of Multivariate Analysis
Lutz Duembgen, Klaus Nordhausen, Heike Schuhmacher
(A1 Refereed original research article in a scientific journal)