A robust Hotelling test
By Gert Willems, Greet Pison, Peter J. Rousseeuw, S. Van Aelst. 2002
72 citations recorded by the source corpus.
Subfields: Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/9706007b4c46e62422d8bc35c5df2f1828beb9ea
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Statistics and Probability
- Mia Hubert
- Peter J. Rousseeuw
- S. Van Aelst
- Shoja'eddin Chenouri
- Juan Fco. Ortega
- J. Alfaro
- Francisco Herrera
- Salvador Garcia
Citations in the corpus
- Recent Trends in the Use of Statistical Tests for Comparing Swarm and Evolutionary Computing Algorithms: Practical Guidelines and a Critical Review (2020, methodology): “1 Hotelling’s T 2 The parametric approach to the comparison of multivariate groups is the Hotelling’s T 2 statistics [77].”
- A Multivariate Robust Control Chart for Individual Observations (2009, methodology): “These fits can be used to estimate appropriate quantiles of T 2RMCD(f) for small Phase I sample sizes (n ≤ 200).”
- An Object-Oriented Framework for Robust Multivariate Analysis (2009, unknown): “Further applications implemented in the framework are linear and quadratic discriminant analysis (see Todorov and Pires 2007, for a review), multivariate tests (Willems et al. 2002; Todorov and Filzmoser 2010) and outlier detection tools.”
- A comparison of robust alternatives to Hotelling’s T 2 control chart (2009, methodology): “The RMCD estimators are commonly used in the literature 32 because a reweighting step considerably increases the finite-sample efficiency 20 .”
- High-Breakdown Robust Multivariate Methods (2008, methodology): “In the framework of multivariate location and scatter, an MCD-based alternative to the Hotelling test was provided by Willems et al. (2002) and a technique based on robust distances was applied to the control of electrical power systems in Mili et al. (1996).”