Klaus Nordhausen

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All published works

Action	Title	Year	Authors
+ PDF Chat	Invariant Coordinate Selection and Fisher discriminant subspace beyond the case of two groups	2024	Colombe Becquart Aurore Archimbaud Anne Ruiz‐Gazen Luka Prilć Klaus Nordhausen
+ PDF Chat	Modelling multivariate spatio-temporal data with identifiable variational autoencoders	2024	Mika Sipilä Claudia Cappello Sandra De Iaco Klaus Nordhausen Sara Taskinen
+ PDF Chat	Consistent Distribution Free Affine Invariant Tests for the Validity of Independent Component Models	2024	Marc Hallin Simos G. Meintanis Klaus Nordhausen
+	Tandem clustering with invariant coordinate selection	2024	Andreas Alfons Aurore Archimbaud Klaus Nordhausen Anne Ruiz‐Gazen
+ PDF Chat	Spatial Blind Source Separation in the Presence of a Drift	2024	Christoph Muehlmann Peter Filzmoser Klaus Nordhausen
+	Large-sample properties of non-stationary source separation for Gaussian signals	2024	François Bachoc Christoph Muehlmann Klaus Nordhausen Joni Virta
+	The Asymptotic Properties of the One-Sample Spatial Rank Methods	2024	Jyrki Möttönen Klaus Nordhausen Hannu Oja Una Radojičić
+	Robust second-order stationary spatial blind source separation using generalized sign matrices	2023	Mika Sipilä Christoph Muehlmann Klaus Nordhausen Sara Taskinen
+	On the usage of joint diagonalization in multivariate statistics: Speed presentation April 2022	2023	Klaus Nordhausen Anne Ruiz‐Gazen
+	ICSClust: Tandem Clustering with Invariant Coordinate Selection	2023	Aurore Archimbaud Andreas Alfons Klaus Nordhausen Anne Ruiz‐Gazen
+ PDF Chat	Approximating symmetrized estimators of scatter via balanced incomplete U-statistics	2023	Lutz Dümbgen Klaus Nordhausen
+	Stationary subspace analysis based on second-order statistics	2023	Lea Flumian Markus Matilainen Klaus Nordhausen Sara Taskinen
+	Numerical Considerations and a new implementation for invariant coordinate selection	2023	Aurore Archimbaud Zlatko Drmač Klaus Nordhausen Una Radojičić Anne Ruiz‐Gazen
+	Robust and Multivariate Statistical Methods	2023	Mengxi Yi Klaus Nordhausen
+	Iterative Weighted Least Squares	2023	Sara Taskinen Klaus Nordhausen
+	Least Absolute Value	2023	Una Radojičić Klaus Nordhausen
+	Locally Weighted Scatterplot Smoother	2023	Klaus Nordhausen Sara Taskinen
+	Least Median of Squares	2023	Sara Taskinen Klaus Nordhausen
+	Singular Spectrum Analysis	2023	Una Radojičić Klaus Nordhausen Sara Taskinen
+	Robust and Resistant Regularized Covariance Matrices	2023	David E. Tyler Mengxi Yi Klaus Nordhausen
+	The Asymptotic Properties of the One-Sample Spatial Rank Methods	2023	Jyrki Möttönen Klaus Nordhausen Hannu Oja Una Radojičić
+	Data Type Agnostic Visual Sensitivity Analysis	2023	Nikolaus Piccolotto Markus Bögl Christoph Muehlmann Klaus Nordhausen Peter Filzmoser Johanna Schmidt Silvia Miksch
+	Nonlinear blind source separation exploiting spatial nonstationarity	2023	Mika Sipilä Klaus Nordhausen Sara Taskinen
+	A Review of Tyler’s Shape Matrix and Its Extensions	2022	Sara Taskinen Gabriel Frahm Klaus Nordhausen Hannu Oja
+	TBSSvis: Visual analytics for Temporal Blind Source Separation	2022	Nikolaus Piccolotto Markus Bögl Theresia Gschwandtner Christoph Muehlmann Klaus Nordhausen Peter Filzmoser Silvia Miksch
+	Test of the Latent Dimension of a Spatial Blind Source Separation Model	2022	Christoph Muehlmann François Bachoc Klaus Nordhausen Mengxi Yi
+ PDF Chat	Visual Parameter Selection for Spatial Blind Source Separation	2022	Nikolaus Piccolotto Markus Bögl Christoph Muehlmann Klaus Nordhausen Peter Filzmoser Silvia Miksch
+ PDF Chat	ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control	2022	Aurore Archimbaud Feriel Boulfani Xavier Gendre Klaus Nordhausen Anne Ruiz‐Gazen Joni Virta
+	Iterative Weighted Least Squares	2022	Sara Taskinen Klaus Nordhausen
+	Numerical considerations and a new implementation for ICS	2022	Aurore Archimbaud Zlatko Drmač Klaus Nordhausen Una Radojičić Anne Ruiz‐Gazen
+	Order Determination for Tensor-valued Observations Using Data Augmentation	2022	Una Radojičić Niko Lietzen Klaus Nordhausen Joni Virta
+	Approximating Symmetrized Estimators of Scatter via Balanced Incomplete U-Statistics	2022	Lutz Duembgen Klaus Nordhausen
+	Singular Spectrum Analysis	2022	Una Radojičić Klaus Nordhausen Sara Taskinen
+	Large-Sample Properties of Non-Stationary Source Separation for Gaussian Signals	2022	François Bachoc Christoph Muehlmann Klaus Nordhausen Joni Virta
+	Tandem clustering with invariant coordinate selection	2022	Andreas Alfons Aurore Archimbaud Klaus Nordhausen Anne Ruiz‐Gazen
+	Blind source separation for non-stationary random fields	2021	Christoph Muehlmann François Bachoc Klaus Nordhausen
+	Kurtosis-based projection pursuit for matrix-valued data	2021	Una Radojičić Klaus Nordhausen Joni Virta
+	Asymptotic and bootstrap tests for subspace dimension	2021	Klaus Nordhausen Hannu Oja David E. Tyler
+	Blind source separation for non-stationary random fields	2021	Christoph Muehlmann François Bachoc Klaus Nordhausen
+	ssaBSS: Stationary Subspace Analysis	2021	Markus Matilainen Lea Flumian Klaus Nordhausen Sara Taskinen
+	shapeNA: M-Estimation of Shape for Data with Missing Values	2021	Katharina Riemer Gabriel Frahm Klaus Nordhausen Una Radojičić
+	Large-Sample Properties of Blind Estimation of the Linear Discriminant Using Projection Pursuit	2021	Una Radojičić Klaus Nordhausen Joni Virta
+	Sliced Inverse Regression for Spatial Data	2021	Christoph Muehlmann Hannu Oja Klaus Nordhausen
+	Independent Component Analysis for Compositional Data	2021	Christoph Muehlmann Kamila Fačevicová Alžběta Gardlo Hana Janečková Klaus Nordhausen
+ PDF Chat	Large-sample properties of unsupervised estimation of the linear discriminant using projection pursuit	2021	Una Radojičić Klaus Nordhausen Joni Virta
+	Least Median of Squares	2021	Sara Taskinen Klaus Nordhausen
+	Visual Parameter Selection for Spatial Blind Source Separation	2021	Nikolaus Piccolotto Markus Bögl Christoph Muehlmann Klaus Nordhausen Peter Filzmoser Silvia Miksch
+	Locally Weighted Scatterplot Smoother	2021	Klaus Nordhausen Sara Taskinen
+	Kurtosis-based projection pursuit for matrix-valued data	2021	Una Radojičić Klaus Nordhausen Joni Virta
+	Blind source separation for non-stationary random fields	2021	Christoph Muehlmann François Bachoc Klaus Nordhausen
+	Least Absolute Value	2021	Una Radojičić Klaus Nordhausen
+	Stationary subspace analysis based on second-order statistics	2021	Lea Flumian Markus Matilainen Klaus Nordhausen Sara Taskinen
+ PDF Chat	On Cokriging, Neural Networks, and Spatial Blind Source Separation for Multivariate Spatial Prediction	2020	Christoph Muehlmann Klaus Nordhausen Mengxi Yi
+	Robust linear regression for high‐dimensional data: An overview	2020	Peter Filzmoser Klaus Nordhausen
+	On Cokriging, Neural Networks, and Spatial Blind Source Separation for Multivariate Spatial Prediction	2020	Christoph Muehlmann Klaus Nordhausen Mengxi Yi
+ PDF Chat	Notion of information and independent component analysis	2020	Una Radojičić Klaus Nordhausen Hannu Oja
+	SpatialBSS: Blind Source Separation for Multivariate Spatial Data	2020	Christoph Muehlmann Mika Sipil e Klaus Nordhausen Sara Taskinen Joni Virta
+ PDF Chat	Non-Gaussian Component Analysis: Testing the Dimension of the Signal Subspace	2020	Una Radojičić Klaus Nordhausen
+ PDF Chat	Computing the Oja Median in <i>R</i>: The Package <b>OjaNP</b>	2020	Daniel Fischer Karl Mosler Jyrki Möttönen Klaus Nordhausen Oleksii Pokotylo Daniel Vogel
+	TBSSvis: Visual Analytics for Temporal Blind Source Separation	2020	Nikolaus Piccolotto Markus Bögl Theresia Gschwandtner Christoph Muehlmann Klaus Nordhausen Peter Filzmoser Silvia Miksch
+	Test of the Latent Dimension of a Spatial Blind Source Separation Model	2020	Christoph Muehlmann François Bachoc Klaus Nordhausen Mengxi Yi
+ PDF Chat	Spatial blind source separation	2019	François Bachoc Marc G. Genton Klaus Nordhausen Anne Ruiz‐Gazen Joni Virta
+	M-estimation with incomplete and dependent multivariate data	2019	Gabriel Frahm Klaus Nordhausen Hannu Oja
+	Independent component analysis for multivariate functional data	2019	Joni Virta Bing Li Klaus Nordhausen Hannu Oja
+ PDF Chat	Extracting Conditionally Heteroskedastic Components using Independent Component Analysis	2019	J.K. Miettinen Markus Matilainen Klaus Nordhausen Sara Taskinen
+ PDF Chat	REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit	2019	Daniel Fischer Alain Berro Klaus Nordhausen Anne Ruiz‐Gazen
+ PDF Chat	Sliced average variance estimation for multivariate time series	2019	Markus Matilainen Christophe Croux Klaus Nordhausen Hannu Oja
+ PDF Chat	Determining the signal dimension in second order source separation	2019	Joni Virta Klaus Nordhausen
+ PDF Chat	Estimating the number of signals using principal component analysis	2019	Joni Virta Klaus Nordhausen
+	REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit	2019	Daniel Fischer Alain Berro Klaus Nordhausen Anne Ruiz‐Gazen
+ PDF Chat	Spatial Blind Source Separation	2018	François Bachoc Mark G. Genton Klaus Nordhausen Anne Ruiz‐Gazen Joni Virta
+ PDF Chat	Spatial Blind Source Separation	2018	François Bachoc Marc G. Genton Klaus Nordhausen Anne Ruiz‐Gazen Joni Virta
+	Asymptotically and computationally efficient tensorial JADE	2018	Joni Virta Niko Lietzén Pauliina Ilmonen Klaus Nordhausen
+	Fast tensorial JADE	2018	Joni Virta Niko Lietzén Pauliina Ilmonen Klaus Nordhausen
+ PDF Chat	ICS for multivariate outlier detection with application to quality control	2018	Aurore Archimbaud Klaus Nordhausen Anne Ruiz‐Gazen
+ PDF Chat	On the Number of Signals in Multivariate Time Series	2018	Markus Matilainen Klaus Nordhausen Joni Virta
+	Fast tensorial JADE	2018	Joni Virta Niko Lietzén Pauliina Ilmonen Klaus Nordhausen
+	Robust Nonparametric Inference	2017	Klaus Nordhausen Hannu Oja
+ PDF Chat	JADE for Tensor-Valued Observations	2017	Joni Virta Bing Li Klaus Nordhausen Hannu Oja
+	Independent component analysis for tensor-valued data	2017	Joni Virta Bing Li Klaus Nordhausen Hannu Oja
+	Blind source separation for nonstationary tensor-valued time series	2017	Joni Virta Klaus Nordhausen
+ PDF Chat	Blind source separation of tensor-valued time series	2017	Joni Virta Klaus Nordhausen
+	Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace	2017	Klaus Nordhausen Hannu Oja David E. Tyler Joni Virta
+	Complex Valued Robust Multidimensional SOBI	2017	Niko Lietzén Klaus Nordhausen Pauliina Ilmonen
+	REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit	2016	Daniel Fischer Alain Berro Klaus Nordhausen Anne Ruiz‐Gazen
+ PDF Chat	ICSOutlier: Outlier Detection Using Invariant Coordinate Selection	2016	Klaus Nordhausen Aurore Archimbaud Anne Ruiz‐Gazen
+	Multivariate Outlier Detection With ICS	2016	Aurore Archimbaud Klaus Nordhausen Anne Ruiz‐Gazen
+	Projection Pursuit for non-Gaussian Independent Components	2016	Joni Virta Klaus Nordhausen Hannu Oja
+ PDF Chat	Applying fully tensorial ICA to fMRI data	2016	Joni Virta Sara Taskinen Klaus Nordhausen
+	Asymptotic and bootstrap tests for subspace dimension	2016	Klaus Nordhausen Hannu Oja David E. Tyler
+ PDF Chat	The squared symmetric FastICA estimator	2016	J.K. Miettinen Klaus Nordhausen Hannu Oja Sara Taskinen Joni Virta
+ PDF Chat	Robust Independent Component Analysis Based on Two Scatter Matrices	2016	Klaus Nordhausen Hannu Oja Esa Ollila
+	On the Computation of Symmetrized M-Estimators of Scatter	2016	J.K. Miettinen Klaus Nordhausen Sara Taskinen David E. Tyler
+	Combining Linear Dimension Reduction Subspaces	2016	Eero Liski Klaus Nordhausen Hannu Oja Anne Ruiz‐Gazen
+	Asymptotic and bootstrap tests for subspace dimension	2016	Klaus Nordhausen Hannu Oja David E. Tyler
+	Projection Pursuit for non-Gaussian Independent Components	2016	Joni Virta Klaus Nordhausen Hannu Oja
+	REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit	2016	Daniel Fischer Alain Berro Klaus Nordhausen Anne Ruiz‐Gazen
+	New algorithms for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si7.gif" display="inline" overflow="scroll"><mml:mi>M</mml:mi></mml:math>-estimation of multivariate scatter and location	2015	Lutz Dümbgen Klaus Nordhausen Heike Schuhmacher
+ PDF Chat	Separation of Uncorrelated Stationary time series using Autocovariance Matrices	2015	J.K. Miettinen Katrin Illner Klaus Nordhausen Hannu Oja Sara Taskinen Fabian J. Theis
+	Fourth Moments and Independent Component Analysis	2015	J.K. Miettinen Sara Taskinen Klaus Nordhausen Hannu Oja
+ PDF Chat	A cautionary note on robust covariance plug-in methods	2015	Klaus Nordhausen David E. Tyler
+	Joint Use of Third and Fourth Cumulants in Independent Component Analysis	2015	Joni Virta Klaus Nordhausen Hannu Oja
+	Modern Nonparametric, Robust and Multivariate Methods	2015	Klaus Nordhausen Sara Taskinen
+	Multiple Imputation and its Application by James R. Carpenter, Michael G. Kenward	2014	Klaus Nordhausen
+	New Algorithms for $M$-Estimation of Multivariate Location and Scatter	2013	Lutz Duembgen Klaus Nordhausen Heike Schuhmacher
+	Supervised invariant coordinate selection	2013	Eero Liski Klaus Nordhausen Hannu Oja
+	On asymptotics of ICA estimators and their performance indices	2012	Pauliina Ilmonen Klaus Nordhausen Hannu Oja Esa Ollila
+	Averaging orthogonal projectors	2012	Eero Liski Klaus Nordhausen Hannu Oja Anne Ruiz‐Gazen
+	Joint Diagonalization of Several Scatter Matrices for ICA	2012	Klaus Nordhausen Harold W. Gutch Hannu Oja Fabian J. Theis
+	Scatter matrices with independent block property and ISA	2011	Klaus Nordhausen Hannu Oja
+	Multivariate L1 Statistical Methods: The Package MNM	2011	Klaus Nordhausen Hannu Oja
+	Multivariate<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:msub><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>Methods: The Package<b>MNM</b>	2011	Klaus Nordhausen Hannu Oja
+	Multivariate Models and the First Four Moments	2011	Klaus Nordhausen Hannu Oja Esa Ollila
+	Multivariate L 1 Methods: The Package MNM	2011	Klaus Nordhausen Hannu Oja
+ PDF Chat	Asymptotic theory of the spatial median	2010	Jyrki Möttönen Klaus Nordhausen Hannu Oja
+	OjaNP: Multivariate Methods Based on the Oja Median and Related Concepts	2010	Daniel Fischer Karl Mosler Jyrki Möttönen Klaus Nordhausen Oleksii Pokotylo Daniel Vogel
+	The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition by Trevor Hastie, Robert Tibshirani, Jerome Friedman	2009	Klaus Nordhausen
+	A First Course in Statistical Programming with R by W. John Braun, Duncan J. Murdoch	2009	Klaus Nordhausen
+	Introductory Statistics with R, Second Edition by Peter Dalgaard	2009	Klaus Nordhausen
+ PDF Chat	Signed-rank tests for location in the symmetric independent component model	2008	Klaus Nordhausen Hannu Oja Davy Paindaveine
+	Tools for Exploring Multivariate Data: The Package<b>ICS</b>	2008	Klaus Nordhausen Hannu Oja David E. Tyler
+	On invariant coordinate selection and nonparametric analysis of multivariate data	2008	Klaus Nordhausen
+	SpatialNP: Multivariate Nonparametric Methods Based on Spatial Signs and Ranks	2007	Seija Sirkiä J.K. Miettinen Klaus Nordhausen Hannu Oja Sara Taskinen
+	ICS: Tools for Exploring Multivariate Data via ICS/ICA	2007	Klaus Nordhausen Andreas Alfons Aurore Archimbaud Hannu Oja Anne Ruiz‐Gazen David E. Tyler

Common Coauthors

Coauthor	Papers Together
Hannu Oja	37
Joni Virta	28
Sara Taskinen	24
Anne Ruiz‐Gazen	21
Christoph Muehlmann	19
Una Radojičić	16
Aurore Archimbaud	11
François Bachoc	10
David E. Tyler	9
Peter Filzmoser	7
Mengxi Yi	6
Markus Matilainen	6
J.K. Miettinen	6
Markus Bögl	5
Silvia Miksch	5
Daniel Fischer	5
Jyrki Möttönen	5
Nikolaus Piccolotto	5
Pauliina Ilmonen	5
Alain Berro	4
Niko Lietzén	4
Andreas Alfons	4
Mika Sipilä	3
Eero Liski	3
Bing Li	3
Lea Flumian	3
Gabriel Frahm	3
Esa Ollila	3
Oleksii Pokotylo	2
Lutz Duembgen	2
Daniel Vogel	2
Zlatko Drmač	2
Lutz Dümbgen	2
Karl Mosler	2
Marc G. Genton	2
Heike Schuhmacher	2
Fabian J. Theis	2
Theresia Gschwandtner	2
Kamila Fačevicová	1
Harold W. Gutch	1
Feriel Boulfani	1
Davy Paindaveine	1
Katharina Riemer	1
Hana Janečková	1
Marc Hallin	1
Christophe Croux	1
Katrin Illner	1
Seija Sirkiä	1
Xavier Gendre	1
Sandra De Iaco	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Invariant Co-Ordinate Selection	2009	David E. Tyler Frank Critchley Lutz Dümbgen Hannu Oja	27
+	Fourth Moments and Independent Component Analysis	2015	J.K. Miettinen Sara Taskinen Klaus Nordhausen Hannu Oja	26
+ PDF Chat	A Distribution-Free $M$-Estimator of Multivariate Scatter	1987	David E. Tyler	21
+	Tools for Exploring Multivariate Data: The Package<b>ICS</b>	2008	Klaus Nordhausen Hannu Oja David E. Tyler	20
+ PDF Chat	A cautionary note on robust covariance plug-in methods	2015	Klaus Nordhausen David E. Tyler	18
+	A practical affine equivariant multivariate median	2002	Thomas P. Hettmansperger Ronald H. Randles	17
+ PDF Chat	Separation of Uncorrelated Stationary time series using Autocovariance Matrices	2015	J.K. Miettinen Katrin Illner Klaus Nordhausen Hannu Oja Sara Taskinen Fabian J. Theis	15
+ PDF Chat	Spatial blind source separation	2019	François Bachoc Marc G. Genton Klaus Nordhausen Anne Ruiz‐Gazen Joni Virta	14
+	On Tyler‘s M-Functional of Scatter in High Dimension	1998	Lutz Dümbgen	14
+ PDF Chat	Robust Independent Component Analysis Based on Two Scatter Matrices	2016	Klaus Nordhausen Hannu Oja Esa Ollila	12
+	Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace	2017	Klaus Nordhausen Hannu Oja David E. Tyler Joni Virta	12
+	On Invariant Coordinate System (ICS) Functionals	2012	Pauliina Ilmonen Hannu Oja Robert Serfling	12
+	Combining eigenvalues and variation of eigenvectors for order determination	2016	Wei Luo Bing Li	12
+	Symmetrised M-estimators of multivariate scatter	2007	Seija Sirkiä Sara Taskinen Hannu Oja	12
+	Scatter Matrices and Independent Component Analysis	2016	Hannu Oja Seija Sirkiä Jan Eriksson	10
+	Modern Applied Statistics with S	2002	W. N. Venables B. D. Ripley	10
+	Independent component analysis for tensor-valued data	2017	Joni Virta Bing Li Klaus Nordhausen Hannu Oja	10
+	Jacobi Angles for Simultaneous Diagonalization	1996	J.-F. Cardoso Antoine Souloumiac	9
+	Multivariate Models and the First Four Moments	2011	Klaus Nordhausen Hannu Oja Esa Ollila	9
+ PDF Chat	Redescending $M$-Estimates of Multivariate Location and Scatter	1991	John T. Kent David E. Tyler	9
+ PDF Chat	Characteristics of multivariate distributions and the invariant coordinate system	2010	Pauliina Ilmonen Jaakko Nevalainen Hannu Oja	9
+	Asymptotic and bootstrap tests for subspace dimension	2016	Klaus Nordhausen Hannu Oja David E. Tyler	9
+	Multivariate Nonparametric Methods with R	2010	Hannu Oja	8
+	Nonparametric Methods in Multivariate Analysis	1972	Olive Jean Dunn Madan L. Puri Pranab Kumar Sen	8
+ PDF Chat	Tests of multinormality based on location vectors and scatter matrices	2007	Annaliisa Kankainen Sara Taskinen Hannu Oja	8
+ PDF Chat	JADE for Tensor-Valued Observations	2017	Joni Virta Bing Li Klaus Nordhausen Hannu Oja	8
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	7
+ PDF Chat	Robust $M$-Estimators of Multivariate Location and Scatter	1976	Ricardo A. Maronna	7
+ PDF Chat	Eigenvectors of a kurtosis matrix as interesting directions to reveal cluster structure	2010	Daniel Peña Francisco J. Prieto Júlia Viladomat	7
+	Multivariate spatial sign and rank methods	1995	Jyrki Möttönen Hannu Oja	7
+	Remark AS R74: A Least Squares Version of Algorithm AS 211: The F-G Diagonalization Algorithm	1988	Douglas B. Clarkson	7
+	Using the Bootstrap to Select One of a New Class of Dimension Reduction Methods	2003	Zhishen Ye Robert E. Weiss	7
+ PDF Chat	On Cokriging, Neural Networks, and Spatial Blind Source Separation for Multivariate Spatial Prediction	2020	Christoph Muehlmann Klaus Nordhausen Mengxi Yi	7
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	7
+	SpatialBSS: Blind Source Separation for Multivariate Spatial Data	2020	Christoph Muehlmann Mika Sipil e Klaus Nordhausen Sara Taskinen Joni Virta	7
+ PDF Chat	Geodesic Convexity and Covariance Estimation	2012	Ami Wiesel	7
+	Blind source separation for non-stationary random fields	2021	Christoph Muehlmann François Bachoc Klaus Nordhausen	7
+ PDF Chat	Fast and robust fixed-point algorithms for independent component analysis	1999	Aapo Hyvärinen	7
+ PDF Chat	Blind source separation of tensor-valued time series	2017	Joni Virta Klaus Nordhausen	7
+	Robust Statistics	2018		7
+ PDF Chat	On Wielandt's Inequality and Its Application to the Asymptotic Distribution of the Eigenvalues of a Random Symmetric Matrix	1991	Morris L. Eaton David E. Tyler	6
+	Robust Statistics	1981	Peter J. Huber	6
+ PDF Chat	The squared symmetric FastICA estimator	2016	J.K. Miettinen Klaus Nordhausen Hannu Oja Sara Taskinen Joni Virta	6
+ PDF Chat	Determining the signal dimension in second order source separation	2019	Joni Virta Klaus Nordhausen	6
+	A Distribution-Free Multivariate Sign Test Based on Interdirections	1989	Ronald H. Randles	6
+	New algorithms for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si7.gif" display="inline" overflow="scroll"><mml:mi>M</mml:mi></mml:math>-estimation of multivariate scatter and location	2015	Lutz Dümbgen Klaus Nordhausen Heike Schuhmacher	6
+	The Deflation-Based FastICA Estimator: Statistical Analysis Revisited	2009	Esa Ollila	6
+	Multivariate Estimation with High Breakdown Point	1985	Peter J. Rousseeuw	6
+ PDF Chat	Models with a Kronecker product covariance structure: Estimation and testing	2008	Muni S. Srivastava Tatjana von Rosen Dietrich von Rosen	6
+ PDF Chat	Applying fully tensorial ICA to fMRI data	2016	Joni Virta Sara Taskinen Klaus Nordhausen	6