Comprehensive definitions of breakdown points for independent and dependent observations
By Marc G. Genton, André Lucas. 2003
89 citations recorded by the source corpus.
Subfields: Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/aef72dc806595b3599cc5a3a4f6ade87b36e6005
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
- Marc G. Genton
- Adelchi Azzalini
- Reinaldo Boris Arellano-Valle
- Tilmann Gneiting
- Hana vSevvc'ikov'a
- Visa Koivunen
- Yacine Chakhchoukh
- Abdelhak M. Zoubir
Citations in the corpus
- Estimators of Fractal Dimension: Assessing the Roughness of Time Series and Spatial Data (2011, background): “While comprehensive formal definitions of breakdown points for dependent data have recently become available (Genton and Lucas, 2003), it suffices here to take a heuristic point of view, and define the breakdown point of an estimator as the minimal fraction of contaminated data that can ruin an…”
- Robust Likelihood Methods Based on the Skew‐t and Related Distributions (2008, background): “Note that compared to the ST fit, the LS estimate of β1 is pushed towards 0 because of the presence of outliers, a well-known weakness of the LS estimator in the AR(1) time series model; see Genton & Lucas (2003) for further discussions.”
- Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts (2012, background): “■ The BP: The definition of the BP in the correlated case has not been established in the literature yet [69].”