Klaus Nordhausen

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Sara TaskinenUniversity Lecturer, University of JyväskyläVerified email at jyu.fi
Joni VirtaAcademy Research Fellow / Assistant Professor, University of Turku, FinlandVerified email at utu.fi
Pauliina IlmonenAalto University School of Science, Department of Mathematics and Systems AnalysisVerified email at aalto.fi
Markus MatilainenBiostatistician / Postdoctoral researcher, Turku PET Centre, University of Turku and TYKSVerified email at utu.fi
Esa OllilaAssociate Professor (tenured), Aalto UniversityVerified email at aalto.fi
Anne Ruiz-GazenProfessor of Statistics, Toulouse School of economics, Universite toulouse 1Verified email at tse-fr.eu
Peter FilzmoserProfessor of Statistics, TU WienVerified email at tuwien.ac.at
Daniel FischerNatural Resources Institute Finland (Luke)Verified email at luke.fi
Fabian J TheisHelmholtz Munich, Technical University of MunichVerified email at helmholtz-muenchen.de
Una RadojičićVienna University of TechnologyVerified email at tuwien.ac.at
Bing LiProfessor of Statistics, Pennsylvania State UniversityVerified email at stat.psu.edu
François BachocAssistant professor (tenured), Toulouse Mathematics InstituteVerified email at math.univ-toulouse.fr
Lutz DuembgenProfessor of Statistics, University of BernVerified email at stat.unibe.ch
Christophe CrouxEdhec Business SchoolVerified email at edhec.edu
Abhijit MandalAssistant Professor, University of Texas at El PasoVerified email at utep.edu
Christiane FuchsProfessor, Bielefeld University and Helmholtz Zentrum MünchenVerified email at helmholtz-muenchen.de
Daniel VogelUniversity of AberdeenVerified email at statistik.tu-dortmund.de
Davy PaindaveineProfessor of Statistics, Université libre de BruxellesVerified email at ulb.ac.be
Mengxi Yi 伊梦茜Beijing Normal UniversityVerified email at bnu.edu.cn
Heike SchuhmacherPhD Student, University of BernVerified email at stat.unibe.ch

Klaus Nordhausen

Department of Mathematics and Statistics, University of Jyväskylä

Verified email at jyu.fi - Homepage

Multivariate statistics robust and nonparametric methods blind source separation


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Persistent pain following knee arthroplasty PAE Puolakka, MGF Rorarius, M Roviola, TJS Puolakka, K Nordhausen, ... European Journal of Anaesthesiology (EJA) 27 (5), 455-460, 2010	272	2010
Modeling successful performance in Web searching A Aula, K Nordhausen Journal of the Association for Information Science and Technology 57 (12 …, 2006	137	2006
A new performance index for ICA: properties, computation and asymptotic analysis P Ilmonen, K Nordhausen, H Oja, E Ollila Latent Variable Analysis and Signal Separation, 229-236, 2010	90	2010
Blind source separation based on joint diagonalization in R: The packages JADE and BSSasymp J Miettinen, K Nordhausen, S Taskinen Journal of Statistical Software 76, 1-31, 2017	89	2017
Fourth moments and independent component analysis J Miettinen, S Taskinen, K Nordhausen, H Oja	75	2015
Tools for exploring multivariate data: The package ICS K Nordhausen, H Oja, DE Tyler Journal of Statistical Software 28 (1), 1-31, 2008	61	2008
Independent component analysis: A statistical perspective K Nordhausen, H Oja Wiley Interdisciplinary Reviews: Computational Statistics 10 (5), e1440, 2018	60	2018
Separation of uncorrelated stationary time series using autocovariance matrices J Miettinen, K Illner, K Nordhausen, H Oja, S Taskinen, FJ Theis Journal of Time Series Analysis 37 (3), 337-354, 2016	50	2016
The elements of statistical learning: data mining, inference, and prediction, by Trevor Hastie, Robert Tibshirani, Jerome Friedman K Nordhausen International Statistical Review 77 (3), 482-482, 2009	49	2009
On the performance indices of ICA and blind source separation K Nordhausen, E Ollila, H Oja 2011 IEEE 12th International Workshop on Signal Processing Advances in …, 2011	48	2011
Asymptotic and bootstrap tests for the dimension of the non-Gaussian subspace K Nordhausen, H Oja, DE Tyler, J Virta IEEE Signal Processing Letters, 2017	47	2017
Ageing and cardiovascular responses to head-up tilt in healthy subjects A Tahvanainen, M Leskinen, J Koskela, E Ilveskoski, K Nordhausen, ... Atherosclerosis 207 (2), 445-451, 2009	46	2009
ICSNP: Tools for multivariate nonparametrics K Nordhausen, S Sirkiä, H Oja, DE Tyler R package version, 1.0-2, 2007	46	2007
New independent component analysis tools for time series M Matilainen, K Nordhausen, H Oja Statistics & Probability Letters 105, 80-87, 2015	45	2015
Multivariate L-1 Methods: The Package MNM K Nordhausen, H Oja Journal of Statistical Software 43 (5), 1-28, 2011	43	2011
Asymptotic theory of the spatial median J Möttönen, K Nordhausen, H Oja Nonparametrics and Robustness in Modern Statistical Inference and Time …, 2010	42	2010
Deflation-based FastICA with adaptive choices of nonlinearities J Miettinen, K Nordhausen, H Oja, S Taskinen IEEE Transactions on Signal Processing 62 (21), 5716-5724, 2014	41	2014
Robust independent component analysis based on two scatter matrices K Nordhausen, H Oja, E Ollila Austrian Journal of Statistics 37 (1), 91-100, 2008	40	2008
A cautionary note on robust covariance plug-in methods K Nordhausen, DE Tyler Biometrika 102 (3), 573-588, 2015	39	2015
Statistical properties of a blind source separation estimator for stationary time series J Miettinen, K Nordhausen, H Oja, S Taskinen Statistics & Probability Letters 82 (11), 1865-1873, 2012	38	2012

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