Klaus Nordhausen
Statistics and Probability · 2009–2020
A researcher in the Science corpus: 5 papers; trusts 23 researchers and is trusted by 174 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 37 citations into it; #196 of 12,932 by trust here, #874 by citations
- Artificial Intelligence — 12 citations into it; #1,275 of 35,345 by trust here, #5,788 by citations
- Analytical Chemistry — 10 citations into it
- Signal Processing — 8 citations into it
Whom Klaus Nordhausen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Hannu Oja
- Jean-François Cardoso
- Peter J. Rousseeuw
- Guy Brys
- Mia Hubert
- Aapo Hyvärinen
- Ricardo A. Maronna
- Hansheng Wang
- Ayanendranath Basu
- Sven Serneels
Who trusts Klaus Nordhausen overall
- Jieping Ye
- David Degras
- Zdzislaw Pawlak
- Richard A. Berk
- Susan Athey
- Jacob Bien
- Paulo Cortez
- Deng Cai
- Wengang Zhang
- Chinghway Lim
Papers from Klaus Nordhausen's perspective
Ordered by how strongly the researchers Klaus Nordhausen trusts endorse each paper. Same corpus, a different order for every researcher.
- Fast and robust fixed-point algorithms for independent component analysis
- Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)
- Regression Shrinkage and Selection via the Lasso
- Theory of multivariate statistics
- Efficient independent component analysis
- Cluster Identification Using Projections
- A robustification of independent component analysis
- A robust PCR method for high‐dimensional regressors
- On Location, Scale, Skewness and Kurtosis of Univariate Distributions
- Points of Significance: Clustering (Nature Methods)
Their papers
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition by Trevor Hastie, Robert Tibshirani, Jerome Friedman (2009) — 2,835 citations
- A cautionary note on robust covariance plug-in methods (2014) — 51 citations
- Robust linear regression for high‐dimensional data: An overview (2020) — 88 citations
- Fourth Moments and Independent Component Analysis (2014) — 85 citations
- Asymptotic theory of the spatial median (2010) — 41 citations