Klaus Nordhausen

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

klaus.nordhausen@utu.fi

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

Publications

2 of 3

On the Computation of Symmetrized M-Estimators of Scatter (2016) Recent Advances in Robust Statistics: Theory and Applications J. Miettinen, K. Nordhausen, S. Taskinen, D.E. Tyler
(A3 Refereed book chapter or chapter in a compilation book)
R-package tensorBSS: Blind Source Separation Methods for Tensor-Valued Observations (2016) Virta Joni, Li Bing, Nordhausen Klaus, Oja Hannu
(I2 ICT program or software application )
Separation of Uncorrelated Stationary time series using Autocovariance Matrices (2016)
- Journal of Time Series Analysis
Jari Miettinen, Katrin Illner, Klaus Nordhausen, Hannu Oja, Sara Taskinen, Fabian J. Theis
(A1 Refereed original research article in a scientific journal)
The type of the functional cardiovascular response to upright posture is associated with arterial stiffness: a cross-sectional study in 470 volunteers (2016)
- BMC Cardiovascular Disorders
Tahvanainen AM, Tikkakoski AJ, Koskela JK, Nordhausen K, Viitala JM, Leskinen MH, Kahonen MAP, Koobi T, Uitto MT, Viik J, Mustonen JT, Porsti IH
(A1 Refereed original research article in a scientific journal)
A Cautionary Note on Robust Covariance Plug-in Methods (2015)
- Biometrika
Klaus Nordhausen, David E. Tyler
(A1 Refereed original research article in a scientific journal)
An Affine Equivariant Robust Second-Order BSS Method (2015)
- Lecture Notes in Computer Science
Latent Variable Analysis and Signal Separation Ilmonen P, Nordhausen K, Oja H, Theis FJ
(A4 Refereed article in a conference publication )
Blind Source Separation for Spatially Correlated Compositional Data (2015)
- Mathematical Geosciences
Klaus Nordhausen, Hannu Oja, Peter Filzmoser, Clemens Reimann
(A1 Refereed original research article in a scientific journal)
Effect of Fermented Milk Product Containing Lactotripeptides and Plant Sterol Esters on Haemodynamics in Subjects with Metabolic Syndrome – a Randomized, Double-blinded, Placebo-controlled Study (2015)
- British Journal of Nutrition
Elina J. Hautaniemi, Antti J. Tikkakoski, Anna Tahvanainen, Klaus Nordhausen, Mika Kähönen, Tiina Mattsson, Satu Luhtala, Anu M. Turpeinen, Onni Niemelä, Heikki Vapaatalo, Riitta Korpela, Ilkka H. Pörsti
(A1 Refereed original research article in a scientific journal)
Fourth Moments and Independent Component Analysis (2015)
- Statistical Science
Jari Miettinen, Sara Taskinen, Klaus Nordhausen, Hannu Oja
(A1 Refereed original research article in a scientific journal)
Mixed Effects Regression Splines to Model Myopia Data (2015)
- Journal of biometrics & biostatistics
Nordhausen K, Oja H, Pärssinen O
(A1 Refereed original research article in a scientific journal)
Model selection using limiting distributions of second-order blind source separation algorithms (2015)
- Signal Processing
Katrin Illner, Jari Miettinen, Christiane Fuchs, Sara Taskinen, Klaus Nordhausend, Hannu Oja, Fabian J. Theis
(A1 Refereed original research article in a scientific journal)
Modern Nonparametric, Robust and Multivariate Methods – Festschrift in Honour of Hannu Oja (2015) Klaus Nordhausen, Sara Taskinen
(C2 Editorial work for a scientific compilation book)
New independent component analysis tools for time series (2015)
- Statistics and Probability Letters
Markus Matilainen, Klaus Nordhausen, Hannu Oja
(A1 Refereed original research article in a scientific journal)
Publication and Coauthorship Networks of Hannu Oja. (2015) Modern Nonparametric, Robust and Multivariate Methods. Festschrift in Honour of Hannu Oj Daniel Fischer, Klaus Nordhausen, Sara Taskinen
(A3 Refereed book chapter or chapter in a compilation book)
tsBSS: Tools for Blind Source Separation for Time Series (2015) Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(I2 ICT program or software application )
Vasopeptidase Inhibition Corrects the Structure and Function of the Small Arteries in Experimental Renal Insufficiency (2015)
- Journal of Vascular Research
Haltia O., Törmänen S., Eräranta A., Jokihaara J., Nordhausen K., Rysä J., Ruskoaho H., Tikkanen I., Mustonen J., Pörsti I.
(A1 Refereed original research article in a scientific journal)
Book review of "An Introduction to Statistical Learning - with Applications in R" by G. James, D. Witten, T. Hastie and R. Tibshirani (2014)
- International Statistical Review
Nordhausen K
(B1 Non-refereed article in a scientific journal)
Deflation-Based FastICA With Adaptive Choices of Nonlinearities (2014)
- IEEE Transactions on Signal Processing
Miettinen J, Nordhausen K, Oja H, Taskinen S
(A1 Refereed original research article in a scientific journal)
Deflation-based separation of uncorrelated stationary time series (2014)
- Journal of Multivariate Analysis
Miettinen J, Nordhausen K, Oja H, Taskinen S
(A1 Refereed original research article in a scientific journal)
fastM: Fast Computation of Multivariate M-estimators (2014) Lutz Duembgen, Klaus Nordhausen, Heike Schuhmacher
(I2 ICT program or software application )