Klaus Nordhausen

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	All	Since 2015
Citations	1641	1281
h-index	23	20
i10-index	46	43

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Co-authors

Sara TaskinenUniversity Lecturer, University of JyväskyläVerified email at jyu.fi
Joni VirtaPost-doctoral researcher, Aalto University, FinlandVerified email at aalto.fi
Pauliina IlmonenAalto University School of Science, Department of Mathematics and Systems AnalysisVerified email at aalto.fi
Esa OllilaAssociate Professor (tenured), Aalto UniversityVerified email at aalto.fi
Markus MatilainenBiostatistician / Postdoctoral researcher, Turku PET Centre, University of Turku and TYKSVerified email at utu.fi
Fabian J TheisHelmholtz Zentrum München, GermanyVerified email at helmholtz-muenchen.de
Anne Ruiz-GazenProfessor of Statistics, Toulouse School of economics, Universite toulouse 1Verified email at tse-fr.eu
Daniel FischerNatural Resources Institute Finland (Luke)Verified email at luke.fi
Bing LiProfessor of Statistics, Pennsylvania State UniversityVerified email at stat.psu.edu
Anne AulaSenior Staff User Experience Researcher, GoogleVerified email at google.com
Peter FilzmoserProfessor of Statistics, Vienna University of TechnologyVerified email at tuwien.ac.at
Christophe CrouxEdhec Business SchoolVerified email at edhec.edu
Abhijit MandalAssistant Professor, University of Texas at El PasoVerified email at wayne.edu
Davy PaindaveineProfessor of Statistics, Université libre de BruxellesVerified email at ulb.ac.be
Christiane FuchsProfessor, Bielefeld University and Helmholtz Zentrum MünchenVerified email at helmholtz-muenchen.de
Heike SchuhmacherPhD Student, University of BernVerified email at stat.unibe.ch
Lutz DuembgenProfessor of Statistics, University of BernVerified email at stat.unibe.ch
clemens reimannNGUVerified email at ngu.no
Daniel VogelUniversity of AberdeenVerified email at statistik.tu-dortmund.de
François BachocAssociate professor, Toulouse Mathematics InstituteVerified email at math.univ-toulouse.fr

Klaus Nordhausen

Institute of Statistics & Mathematical Methods in Economics, Vienna University of Technology

Verified email at tuwien.ac.at - 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	211	2010
Modeling successful performance in Web searching A Aula, K Nordhausen Journal of the Association for Information Science and Technology 57 (12 …, 2006	118	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	77	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, 2017	60	2017
Fourth moments and independent component analysis J Miettinen, S Taskinen, K Nordhausen, H Oja Statistical Science 30 (3), 372-390, 2015	52	2015
Tools for exploring multivariate data: The package ICS K Nordhausen, H Oja, DE Tyler Journal of Statistical Software 28 (6), 1-31, 2008	47	2008
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	41	2009
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	40	2014
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	39	2016
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	39	2011
Robust independent component analysis based on two scatter matrices K Nordhausen, H Oja, E Ollila Austrian Journal of Statistics 37 (1), 91-100, 2008	36	2008
Asymptotic theory of the spatial median J Möttönen, K Nordhausen, H Oja Nonparametrics and Robustness in Modern Statistical Inference and Time …, 2010	35	2010
Multivariate L-1 Methods: The Package MNM K Nordhausen, H Oja Journal of Statistical Software 43 (5), 1-28, 2011	34	2011
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	33	2012
New independent component analysis tools for time series M Matilainen, K Nordhausen, H Oja Statistics & Probability Letters 105, 80-87, 2015	31	2015
Deflation-based FastICA reloaded K Nordhausen, P Ilmonen, A Mandal, H Oja, E Ollila Proceedings of 19th European Signal Processing Conference, 1854-1858, 2011	31	2011
Deflation-based separation of uncorrelated stationary time series J Miettinen, K Nordhausen, H Oja, S Taskinen Journal of Multivariate Analysis 123, 214-227, 2014	30	2014
A cautionary note on robust covariance plug-in methods K Nordhausen, DE Tyler Biometrika 102 (3), 573-588, 2015	26	2015
Independent component analysis for tensor-valued data J Virta, B Li, K Nordhausen, H Oja Journal of Multivariate Analysis, 2017	25	2017
ICSNP: Tools for multivariate nonparametrics K Nordhausen, S Sirkiä, H Oja, DE Tyler R package version, 1.0-2, 2007	25	2007

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