Klaus Nordhausen

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

klaus.nordhausen@utu.fi

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

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On the Computation of Symmetrized M-Estimators of ScatterA Cautionary Note on Robust Covariance Plug-in Methods (2016) Recent Advances in Robust Statistics: Theory and Applications J. Miettinen, K. Nordhausen, S. Taskinen, D.E. Tyler
R-package tensorBSS: Blind Source Separation Methods for Tensor-Valued ObservationsAn Affine Equivariant Robust Second-Order BSS MethodModel selection using limiting distributions of second-order blind source separation algorithms (2016) Virta Joni, Li Bing, Nordhausen Klaus, Oja Hannu
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
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 DisordersStatistics and Probability Letters
Tahvanainen AM, Tikkakoski AJ, Koskela JK, Nordhausen K, Viitala JM, Leskinen MH, Kahonen MAP, Koobi T, Uitto MT, Viik J, Mustonen JT, Porsti IH
(2015)
- Biometrika
Klaus Nordhausen, David E. Tyler
(2015)
- Lecture Notes in Computer Science
Latent Variable Analysis and Signal Separation Ilmonen P, Nordhausen K, Oja H, Theis FJ
Blind Source Separation for Spatially Correlated Compositional Data (2015)
- Mathematical Geosciences
Klaus Nordhausen, Hannu Oja, Peter Filzmoser, Clemens Reimann
Effect of Fermented Milk Product Containing Lactotripeptides and Plant Sterol Esters on Haemodynamics in Subjects with Metabolic Syndrome – a Randomized, Double-blinded, Placebo-controlled StudyNew independent component analysis tools for time series (2015)
- British Journal of NutritionInternational Statistical Review
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
(2015)
- Statistical ScienceIEEE Transactions on Signal Processing
Jari Miettinen, Sara Taskinen, Klaus Nordhausen, Hannu Oja
(2015)
- Journal of biometrics & biostatistics
Nordhausen K, Oja H, Pärssinen O
(2015)
- Signal ProcessingJournal of Multivariate Analysis
Katrin Illner, Jari Miettinen, Christiane Fuchs, Sara Taskinen, Klaus Nordhausend, Hannu Oja, Fabian J. Theis
Modern Nonparametric, Robust and Multivariate Methods – Festschrift in Honour of Hannu Oja (2015) Klaus Nordhausen, Sara Taskinen
(2015)
Markus Matilainen, Klaus Nordhausen, Hannu Oja
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
tsBSS: Tools for Blind Source Separation for Time Series (2015) Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Vasopeptidase Inhibition Corrects the Structure and Function of the Small Arteries in Experimental Renal Insufficiency2015
- Journal of Vascular Research
Haltia O., Törmänen S., Eräranta A., Jokihaara J., Nordhausen K., Rysä J., Ruskoaho H., Tikkanen I., Mustonen J., Pörsti I.
Book review of "An Introduction to Statistical Learning - with Applications in R" by G. James, D. Witten, T. Hastie and R. Tibshirani (2014)
Nordhausen K
Deflation-Based FastICA With Adaptive Choices of Nonlinearities (2014)
Miettinen J, Nordhausen K, Oja H, Taskinen S
Deflation-based separation of uncorrelated stationary time series2014
Miettinen J, Nordhausen K, Oja H, Taskinen S
fastM: Fast Computation of Multivariate M-estimators (2014) Lutz Duembgen, Klaus Nordhausen, Heike Schuhmacher