His research interests contain multivariate analysis and robust statistics, statistical learning, radar and array signal processing and statistical signal processing at large.
Removal of outliers or using robust statistics might also enhance statistical power.
Ample (Fernandez Pierna et al. 2002) introduced robustness and computational approaches that include Huber (1981) robust statistics and different estimation algorithms.
Finally, we augment these methods with techniques from robust statistics and treat occluded regions on the object as statistical outliers.
In this talk, I will survey the recent progress in algorithmic high-dimensional robust statistics.
It's too early to have robust statistics, but it already seems that modern languages and the humanities are suffering".
It has enhanced the coalition's ability to put pressure on government, produce robust statistics and gain multimedia clout.
Maronna, R., Martin, R. D., Yohai, V. J. & Salibian-Barrera, M. Robust Statistics: Theory and Methods (with R) (Wiley, 2018).
Lagache, T., Lang, G., Sauvonnet, N. & Olivo-Marin, J.-C. Analysis of the spatial organization of molecules with robust statistics.
Robust statistics offers tools that can reliably work with contaminated data.
In robust statistics, small deviations from ideal models are modeled by certain neighborhoods.
