Beata Walczak
Statistics and Probability · 2001–2020
A researcher in the Science corpus: 8 papers; trusts 7 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 19 citations into it; #8,281 of 12,932 by trust here, #4,809 by citations
- Analytical Chemistry — 18 citations into it; #745 of 1,254 by trust here, #391 by citations
- Molecular Biology — 5 citations into it
Whom Beata Walczak trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Beata Walczak overall
- Petr Kadlec
- Bogdan Gabrys
- Sibylle Strandt
- S. van Buuren
- Adam Marcus
- Giorgio Tomasi
- Manas R. Joglekar
Papers from Beata Walczak's perspective
Ordered by how strongly the researchers Beata Walczak trusts endorse each paper. Same corpus, a different order for every researcher.
- Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)
- LIBRA: a MATLAB library for robust analysis
- ROBPCA: A New Approach to Robust Principal Component Analysis
- Multivariate estimation with high breakdown point
- The Influence Curve and Its Role in Robust Estimation
- High breakdown estimators for principal components: the projection-pursuit approach revisited
- Multivariate calibration. (Journal of Chromatography A)
- The Mahalanobis distance
- A Fast Algorithm for the Minimum Covariance Determinant Estimator
- Analyse canonique basée sur des estimateurs robustes de la matrice de covariance
Their papers
- Dealing with missing data: Part II (2001) — 209 citations
- Robust statistics in data analysis — A review: Basic concepts (2007) — 362 citations
- VSN: Variable sorting for normalization (2020) — 97 citations
- Particle swarm optimization (PSO). A tutorial (2015) — 1,587 citations
- Selection and weighting of samples in multivariate regression model updating (2005) — 62 citations
- Fuzzy warping of chromatograms (2005) — 103 citations
- Dealing with missing data (2001) — 161 citations
- Wavelets in Chemistry (2001) — 186 citations