Maxima, minima and sum statistics of a family of correlated variables
- đ¤ Speaker: Hernan Larralde (Universidad Nacional Autonoma de Mexico (UNAM))
- đ Date & Time: Friday 06 September 2024, 09:00 - 09:45
- đ Venue: Seminar Room 1, Newton Institute
Abstract
Sum and extreme value statistics of independent and weakly correlated random variables are asymptotically described by a handful of “universal” distributions, as established by the central limit theorem and its generalizations, and the Fisher-Tippett-Gnedenko theorem. On the other hand, while strongly correlated systems are abundant, only for a few exceptional cases can their sum or order statistics be determined analytically. In this talk I present a large class of systems with strong correlations for which the sum and complete order statistics can be solved exactly. I present simple examples that illustrate an application of these results.
Series This talk is part of the Isaac Newton Institute Seminar Series series.
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Hernan Larralde (Universidad Nacional Autonoma de Mexico (UNAM))
Friday 06 September 2024, 09:00-09:45