From the 1 of 3 linked papers with an AI index.
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3 papers
Large Deviations Analysis for Stochastic Models of Bacterial Evolution
Robert Azencott, Brett Geiger, Ilya Timofeyev
The paper develops a large‑deviation framework for discrete‑time Markov chain models of bacterial population genetics, deriving explicit cost functions for histogram dynamics and m…
Multi-Quantile Estimators for the parameters of Generalized Extreme Value distribution
Sen Lin, Ao Kong, Robert Azencott
We introduce and study Multi-Quantile estimators for the parameters of Generalized Extreme Value (GEV) distributions to provide a robust approach to extreme value m…
Can Generalized Extreme Value Model Fit the Real Stocks
Sen Lin, Ao Kong, Robert Azencott
The Generalized Extreme Value (GEV) distribution plays a critical role in risk assessment across various domains, such as hydrology, climate science, and finance. In this study, we…