Identity testing of reversible Markov chains

S Fried, G Wolfer - International Conference on Artificial …, 2022 - proceedings.mlr.press
We consider the problem of identity testing of Markov chain transition matrices based on a
single trajectory of observations under the distance notion introduced by Daskalakis et …

Data-Driven Framework for Uncovering Hidden Control Strategies in Evolutionary Analysis

N Azzaoui, T Matsui, D Murakami - Mathematical and computational …, 2023 - mdpi.com
We devised a data-driven framework for uncovering hidden control strategies used by an
evolutionary system described by an evolutionary probability distribution. This innovative …

Learning and identity testing of Markov chains

G Wolfer, A Kontorovich - Artificial Intelligence, 2023 - books.google.com
In this chapter, we provide an overview of the two inference problems of learning and
identity testing of a Markov chain based on a single trajectory of observations started from an …

Special feature: statistics for COVID-19 pandemic data

K Kurihara - Japanese Journal of Statistics and Data Science, 2022 - Springer
The eighth special feature of the Japanese Journal of Statistics and Data Science (JJSD)
focuses on coronavirus disease 2019 (COVID-19) pandemic data from the viewpoint of …