New Branching Filters With Explicit Negative Dependence
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DOI: 10.1109/access.2020.3019226
Abstract: Particle filters are used to solve nonlinear filtering problems. We focus on the sampling step of a particle filter and present new algorithms that introduce explicit negative dependence between the number of particles reassigned at… read more here.
Keywords: filters explicit; new branching; negative dependence; explicit negative ... See more keywords
Advancing the Analysis of Extended Negative Dependence Random Variables: A New Concentration Inequality and Its Applications for Linear Models
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DOI: 10.3390/axioms13080511
Abstract: This paper introduces an innovative concentration inequality for Extended Negative Dependence (END) random variables, providing new insights into their almost complete convergence. We apply this inequality to analyze END variable sequences, particularly focusing on the… read more here.
Keywords: negative dependence; inequality; random variables; extended negative ... See more keywords