Modelling multi‐scale, state‐switching functional data with hidden Markov models

DOI10.1002/CJS.11673zbMath1492.62129arXiv2101.03268OpenAlexW4287392580MaRDI QIDQ5094300

Andrew W. Trites, Evan Sidrow, Marie Auger-Méthé, Ian Murphy, Sarah M. E. Fortune, Nancy E. Heckman

Publication date: 2 August 2022

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.03268

zbMATH Keywords

time seriesstatistical ecologyanimal movementhierarchical modellingaccelerometer datastate switchingbiologgingdiving behaviourkiller whales

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Functional data analysis (62R10) Applications of statistics to environmental and related topics (62P12) Markov processes: estimation; hidden Markov models (62M05)

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