Differentiated uniformization: a new method for inferring Markov chains on combinatorial state spaces including stochastic epidemic models

Rupp, Kevin and Schill, Rudolf and Sueskind, Jonas and Georg, Peter and Klever, Maren and Loesch, Andreas and Grasedyck, Lars and Wettig, Tilo and Spang, Rainer (2024) Differentiated uniformization: a new method for inferring Markov chains on combinatorial state spaces including stochastic epidemic models. COMPUTATIONAL STATISTICS, 39 (7). pp. 3643-3663. ISSN 0943-4062, 1613-9658

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Item Type: Article
Uncontrolled Keywords: INFERENCE; MATRIX; Continuous-time Markov chains; Bayesian inference; Uniformization; Matrix exponential; Tensors; Epidemic spread
Subjects: 500 Science > 530 Physics
600 Technology > 610 Medical sciences Medicine
Divisions: Medicine > Institut für Funktionelle Genomik > Lehrstuhl für Statistische Bioinformatik (Prof. Spang)
Informatics and Data Science > Department Computational Life Science > Lehrstuhl für Statistische Bioinformatik (Prof. Spang)

Physics > Institute of Theroretical Physics > Chair Professor Braun > Group Tilo Wettig
Depositing User: Dr. Gernot Deinzer
Date Deposited: 22 Jul 2025 12:52
Last Modified: 22 Jul 2025 12:52
URI: https://pred.uni-regensburg.de/id/eprint/63714

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