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math.ST2021★ 6 cited
New Highly Efficient High-Breakdown Estimator of Multivariate Scatter and Location for Elliptical Distributions
Justin A. Fishbone, Lamine Mili
High-breakdown-point estimators of multivariate location and shape matrices, such as the MM-estimator with smooth hard rejection and the Rocke S-estimator, are generally designed t…
math.ST2017★ 3 cited
Robust Power System Dynamic State Estimator with Non-Gaussian Measurement Noise: Part I--Theory
Junbo Zhao, Lamine Mili
This paper develops the theoretical framework and the equations of a new robust Generalized Maximum-likelihood-type Unscented Kalman Filter (GM-UKF) that is able to suppress observ…
math.ST2016★ 3 cited
A Copula Statistic for Measuring Nonlinear Multivariate Dependence
Mohsen Ben Hassine, Lamine Mili, Kiran Karra
A new index based on empirical copulas, termed the Copula Statistic (CoS), is introduced for assessing the strength of multivariate dependence and for testing statistical independe…