Works by Nordhausen, Klaus

Results: 41

Multivariate Independent Component Analysis Identifies Patients in Newborn Screening Equally to Adjusted Reference Ranges.

Published in:

International Journal of Neonatal Screening (IJNS), 2023, v. 9, n. 4, p. 60, doi. 10.3390/ijns9040060

By:

Kouřil, Štěpán;
de Sousa, Julie;
Fačevicová, Kamila;
Gardlo, Alžběta;
Muehlmann, Christoph;
Nordhausen, Klaus;
Friedecký, David;
Adam, Tomáš

Publication type:

Article

REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit.

Published in:

Communications in Statistics: Simulation & Computation, 2021, v. 50, n. 11, p. 3397, doi. 10.1080/03610918.2019.1626880

By:

Fischer, Daniel;
Berro, Alain;
Nordhausen, Klaus;
Ruiz-Gazen, Anne

Publication type:

Article

Tensorial Principal Component Analysis in Detecting Temporal Trajectories of Purchase Patterns in Loyalty Card Data: Retrospective Cohort Study.

Published in:

Journal of Medical Internet Research, 2023, v. 25, n. 1, p. 1, doi. 10.2196/44599

By:

Autio, Reija;
Virta, Joni;
Nordhausen, Klaus;
Fogelholm, Mikael;
Erkkola, Maijaliisa;
Nevalainen, Jaakko

Publication type:

Article

TEST OF THE LATENT DIMENSION OF A SPATIAL BLIND SOURCE SEPARATION MODEL.

Published in:

Statistica Sinica, 2024, v. 34, n. 2, p. 837, doi. 10.5705/ss.202021.0326

By:

Muehlmann, Christoph;
Bachoc, François;
Nordhausen, Klaus;
Mengxi Yi

Publication type:

Article

DETERMINING THE SIGNAL DIMENSION IN SECOND ORDER SOURCE SEPARATION.

Published in:

Statistica Sinica, 2021, v. 31, n. 1, p. 135, doi. 10.5705/ss.202018.0347

By:

Virta, Joni;
Nordhausen, Klaus

Publication type:

Article

On robustifying some second order blind source separation methods for nonstationary time series.

Published in:

Statistical Papers, 2014, v. 55, n. 1, p. 141, doi. 10.1007/s00362-012-0487-5

By:

Nordhausen, Klaus

Publication type:

Article

A Review of Generalized Linear Latent Variable Models and Related Computational Approaches.

Published in:

WIREs: Computational Statistics, 2024, v. 16, n. 6, p. 1, doi. 10.1002/wics.70005

By:

Korhonen, Pekka;
Nordhausen, Klaus;
Taskinen, Sara

Publication type:

Article

A review of second‐order blind identification methods.

Published in:

WIREs: Computational Statistics, 2022, v. 14, n. 4, p. 1, doi. 10.1002/wics.1550

By:

Pan, Yan;
Matilainen, Markus;
Taskinen, Sara;
Nordhausen, Klaus

Publication type:

Article

Robust linear regression for high‐dimensional data: An overview.

Published in:

WIREs: Computational Statistics, 2021, v. 13, n. 4, p. 1, doi. 10.1002/wics.1524

By:

Filzmoser, Peter;
Nordhausen, Klaus

Publication type:

Article

Independent component analysis: A statistical perspective.

Published in:

WIREs: Computational Statistics, 2018, v. 10, n. 5, p. 1, doi. 10.1002/wics.1440

By:

Nordhausen, Klaus;
Oja, Hannu

Publication type:

Article

Fast tensorial JADE.

Published in:

Scandinavian Journal of Statistics, 2021, v. 48, n. 1, p. 164, doi. 10.1111/sjos.12445

By:

Virta, Joni;
Lietzén, Niko;
Ilmonen, Pauliina;
Nordhausen, Klaus

Publication type:

Article

Notion of Information and Independent Component Analysis.

Published in:

Applications of Mathematics, 2020, v. 65, n. 3, p. 311, doi. 10.21136/AM.2020.0326-19

By:

Radojičić, Una;
Nordhausen, Klaus;
Oja, Hannu

Publication type:

Article

Vasopeptidase Inhibition Corrects the Structure and Function of the Small Arteries in Experimental Renal Insufficiency.

Published in:

Journal of Vascular Research, 2015, v. 52, n. 2, p. 94, doi. 10.1159/000431368

By:

Haltia, Olli;
Törmänen, Suvi;
Eräranta, arttu;
Jokihaara, Jarkko;
Nordhausen, Klaus;
Rysä, Jaana;
Ruskoaho, Heikki;
Tikkanen, Ilkka;
Mustonen, Jukka;
Pörsti, Ilkka

Publication type:

Article

fICA: FastICA Algorithms and Their Improved Variants.

Published in:

R Journal, 2018, v. 10, n. 2, p. 148

By:

Miettinen, Jari;
Nordhausen, Klaus;
Taskinen, Sara

Publication type:

Article

ICSOutlier: Unsupervised Outlier Detection for Low-Dimensional Contamination Structure.

Published in:

R Journal, 2018, v. 10, n. 1, p. 234, doi. 10.32614/RJ-2018-034

By:

Archimbaud, Aurore;
Nordhausen, Klaus;
Ruiz-Gazen, Anne

Publication type:

Article

Statistical Analysis of Network Data with R.

Published in:

International Statistical Review, 2015, v. 83, n. 1, p. 171, doi. 10.1111/insr.12095_10

By:

Nordhausen, Klaus

Publication type:

Article

Multiple Imputation and its Application by James R. Carpenter, Michael G. Kenward.

Published in:

International Statistical Review, 2014, v. 82, n. 1, p. 151, doi. 10.1111/insr.12051_13

By:

Nordhausen, Klaus

Publication type:

Article

An Introduction to Statistical Learning-with Applications in R by Gareth James, Daniela Witten, Trevor Hastie & Robert Tibshirani.

Published in:

International Statistical Review, 2014, v. 82, n. 1, p. 156, doi. 10.1111/insr.12051_19

By:

Nordhausen, Klaus

Publication type:

Article

Ensemble Methods: Foundations and Algorithms by Zhi-Hua Zhou.

Published in:

International Statistical Review, 2013, v. 81, n. 3, p. 470, doi. 10.1111/insr.12042_10

By:

Nordhausen, Klaus

Publication type:

Article

Stationary Stochastic Processes: Theory and Applications by Georg Lindgren.

Published in:

International Statistical Review, 2013, v. 81, n. 3, p. 469, doi. 10.1111/insr.12042_9

By:

Nordhausen, Klaus

Publication type:

Article

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition by Trevor Hastie, Robert Tibshirani, Jerome Friedman.

Published in:

2009

By:

Nordhausen, Klaus

Publication type:

Book Review

A First Course in Statistical Programming with R by W. John Braun, Duncan J. Murdoch.

Published in:

2009

By:

Nordhausen, Klaus

Publication type:

Book Review

Introductory Statistics with R, Second Edition by Peter Dalgaard.

Published in:

2009

By:

Nordhausen, Klaus

Publication type:

Book Review

The "Seili-index" for the Prediction of Chlorophyll-α Levels in the Archipelago Sea of the northern Baltic Sea, southwest Finland.

Published in:

Environmental Modeling & Assessment, 2022, v. 27, n. 4, p. 571, doi. 10.1007/s10666-022-09822-9

By:

Hänninen, Jari;
Mäkinen, Katja;
Nordhausen, Klaus;
Laaksonlaita, Jussi;
Loisa, Olli;
Virta, Joni

Publication type:

Article

The type of the functional cardiovascular response to upright posture is associated with arterial stiffness: a cross-sectional study in 470 volunteers.

Published in:

2016

By:

Tahvanainen, Anna M.;
Tikkakoski, Antti J.;
Koskela, Jenni K.;
Nordhausen, Klaus;
Viitala, Jani M.;
Leskinen, Miia H.;
Kähönen, Mika A. P.;
Kööbi, Tiit;
Uitto, Marko T.;
Viik, Jari;
Mustonen, Jukka T.;
Pörsti, Ilkka H.

Publication type:

journal article

Subgroup detection in genotype data using invariant coordinate selection.

Published in:

BMC Bioinformatics, 2017, v. 18, p. 1, doi. 10.1186/s12859-017-1589-9

By:

Fischer, Daniel;
Honkatukia, Mervi;
Tuiskula-Haavisto, Maria;
Nordhausen, Klaus;
Cavero, David;
Preisinger, Rudolf;
Vilkki, Johanna

Publication type:

Article

Spatial blind source separation.

Published in:

Biometrika, 2020, v. 107, n. 3, p. 627, doi. 10.1093/biomet/asz079

By:

Bachoc, François;
Genton, Marc G;
Nordhausen, Klaus;
Ruiz-Gazen, Anne;
Virta, Joni

Publication type:

Article

A cautionary note on robust covariance plug-in methods.

Published in:

Biometrika, 2015, v. 102, n. 3, p. 573, doi. 10.1093/biomet/asv022

By:

NORDHAUSEN, KLAUS;
TYLER, DAVID E.

Publication type:

Article

Supervised invariant coordinate selection.

Published in:

Statistics, 2014, v. 48, n. 4, p. 711, doi. 10.1080/02331888.2013.800067

By:

Liski, Eero;
Nordhausen, Klaus;
Oja, Hannu

Publication type:

Article

Estimating the number of signals using principal component analysis.

Published in:

Stat, 2019, v. 8, n. 1, p. 1, doi. 10.1002/sta4.231

By:

Virta, Joni;
Nordhausen, Klaus

Publication type:

Article

Reduced systemic vascular resistance in healthy volunteers with presyncopal symptoms during a nitrate-stimulated tilt-table test.

Published in:

British Journal of Clinical Pharmacology, 2011, v. 71, n. 1, p. 41, doi. 10.1111/j.1365-2125.2010.03794.x

By:

Tahvanainen, Anna;
Koskela, Jenni;
Leskinen, Miia;
Ilveskoski, Erkki;
Nordhausen, Klaus;
Käh&,5#x00F6;nen, Mika;
Kööbi, Tiit;
Mustonen, Jukka;
Pörsti, Ilkka

Publication type:

Article

Tensorial blind source separation for improved analysis of multi-omic data.

Published in:

Genome Biology, 2018, v. 19, n. 1, p. N.PAG, doi. 10.1186/s13059-018-1455-8

By:

Teschendorff, Andrew E.;
Jing, Han;
Paul, Dirk S.;
Virta, Joni;
Nordhausen, Klaus

Publication type:

Article

Extracting Conditionally Heteroskedastic Components using Independent Component Analysis.

Published in:

Journal of Time Series Analysis, 2020, v. 41, n. 2, p. 293, doi. 10.1111/jtsa.12505

By:

Miettinen, Jari;
Matilainen, Markus;
Nordhausen, Klaus;
Taskinen, Sara

Publication type:

Article

Separation of Uncorrelated Stationary time series using Autocovariance Matrices.

Published in:

Journal of Time Series Analysis, 2016, v. 37, n. 3, p. 337, doi. 10.1111/jtsa.12159

By:

Miettinen, Jari;
Illner, Katrin;
Nordhausen, Klaus;
Oja, Hannu;
Taskinen, Sara;
Theis, Fabian J.

Publication type:

Article

Blind Source Separation for Compositional Time Series.

Published in:

Mathematical Geosciences, 2021, v. 53, n. 5, p. 905, doi. 10.1007/s11004-020-09869-y

By:

Nordhausen, Klaus;
Fischer, Gregor;
Filzmoser, Peter

Publication type:

Article

Blind Source Separation for Spatial Compositional Data.

Published in:

Mathematical Geosciences, 2015, v. 47, n. 7, p. 753, doi. 10.1007/s11004-014-9559-5

By:

Nordhausen, Klaus;
Oja, Hannu;
Filzmoser, Peter;
Reimann, Clemens

Publication type:

Article

Approximating symmetrized estimators of scatter via balanced incomplete U-statistics.

Published in:

Annals of the Institute of Statistical Mathematics, 2024, v. 76, n. 2, p. 185, doi. 10.1007/s10463-023-00879-1

By:

Dümbgen, Lutz;
Nordhausen, Klaus

Publication type:

Article

JADE for Tensor-Valued Observations.

Published in:

Journal of Computational & Graphical Statistics, 2018, v. 27, n. 3, p. 628, doi. 10.1080/10618600.2017.1407324

By:

Virta, Joni;
Li, Bing;
Nordhausen, Klaus;
Oja, Hannu

Publication type:

Article

Estimation of the diameter distribution of a stand marked for cutting using finite mixtures.

Published in:

Canadian Journal of Forest Research, 2007, v. 37, n. 4, p. 817, doi. 10.1139/X06-283

By:

Nordhausen, Klaus;
Nummi, Tapio

Publication type:

Article

A Multivariate Approach for Modeling Spatio‐Temporal Agrometeorological Variables.

Published in:

Environmetrics, 2025, v. 36, n. 2, p. 1, doi. 10.1002/env.2891

By:

De Iaco, Sandra;
Cappello, Claudia;
Palma, Monica;
Nordhausen, Klaus

Publication type:

Article

Reanalysis of systematic reviews: The case of invasive strategies for acute coronary syndromes.

Published in:

International Journal of Technology Assessment in Health Care, 2006, v. 22, n. 4, p. 484

By:

Pekka Kuukasjärvi;
Klaus Nordhausen;
Antti Malmivaara

Publication type:

Article