Klaus Nordhausen

About Klaus Nordhausen

Klaus Nordhausen, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at Jyväskylän yliopisto, specializes in the field of Multivariate statistics, robust and nonparametric methods, blind source separation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Approximating symmetrized estimators of scatter via balanced incomplete U-statistics

Tandem clustering with invariant coordinate selection

Nonlinear blind source separation exploiting spatial nonstationarity

Stationary subspace analysis based on second-order statistics

Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models

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

On the usage of joint diagonalization in multivariate statistics: Speed presentation April 2022

Data Type Agnostic Visual Sensitivity Analysis

Klaus Nordhausen Information

University

Position

Department of Mathematics and Statistics

Citations(all)

2615

Citations(since 2020)

1462

Cited By

1722

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

67

i10Index(since 2020)

48

Email

University Profile Page

Google Scholar

Klaus Nordhausen Skills & Research Interests

Multivariate statistics

robust and nonparametric methods

blind source separation

Top articles of Klaus Nordhausen

Approximating symmetrized estimators of scatter via balanced incomplete U-statistics

Annals of the Institute of Statistical Mathematics

2024

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Tandem clustering with invariant coordinate selection

Econometrics and Statistics

2024/3/16

Andreas Alfons
Andreas Alfons

H-Index: 8

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Nonlinear blind source separation exploiting spatial nonstationarity

Information Sciences

2024/2/28

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Sara Taskinen
Sara Taskinen

H-Index: 18

Stationary subspace analysis based on second-order statistics

Journal of Computational and Applied Mathematics

2024/1/15

Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models

2024

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

Journal of Medical Internet Research

2023/12/15

On the usage of joint diagonalization in multivariate statistics: Speed presentation April 2022

Science Talks

2023/12/1

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Data Type Agnostic Visual Sensitivity Analysis

IEEE Transactions on Visualization and Computer Graphics

2023/11/3

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

International Journal of Neonatal Screening

2023/10/20

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

David Friedecký
David Friedecký

H-Index: 14

Elasso for estimating the signal dimension in ICA

2023/9/4

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

The Asymptotic Properties of the One-Sample Spatial Rank Methods

arXiv preprint arXiv:2308.06264

2023/8/11

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Robust and Resistant Regularized Covariance Matrices

arXiv preprint arXiv:2307.15774

2023/7/28

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler

2023/4/19

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

An Analysis of David E. Tyler's Publication and Coauthor Network Check for updates

Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler

2023/4/19

Daniel Fischer
Daniel Fischer

H-Index: 19

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Blind recovery of sources for multivariate space-time random fields

Stochastic Environmental Research and Risk Assessment

2023/4

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Numerical Considerations and a New Implementation for Invariant Coordinate Selection

SIAM Journal on Mathematics of Data Science

2023/3/31

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Una Radojičić
Una Radojičić

H-Index: 2

Comment on: Development and validation of a novel nomogram for predicting the occurrence of myopia in schoolchildren: A prospective cohort study

American Journal of Ophthalmology

2023/2/1

X-ray fluorescence scanning of soft and wet-sediment cores in terrestrial environments; A robust blind source separation approach

Journal of Geochemical Exploration

2022/12/1

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

A review of Tyler’s shape matrix and its extensions

2022/11/26

Sara Taskinen
Sara Taskinen

H-Index: 18

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Signal dimension estimation in BSS models with serial dependence

2022/11/16

See List of Professors in Klaus Nordhausen University(Jyväskylän yliopisto)

Co-Authors

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