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stat.ME2020
A primer on coupled state-switching models for multiple interacting time series
Jennifer Pohle, Roland Langrock, Mihaela van der Schaar +2
State-switching models such as hidden Markov models or Markov-switching regression models are routinely applied to analyse sequences of observations that are driven by underlying n…
stat.ME2019
Parameter clustering in Bayesian functional PCA of fMRI data
Nicolo' Margaritella, Vanda Inacio, Ruth King
The extraordinary advancements in neuroscientific technology for brain recordings over the last decades have led to increasingly complex spatio-temporal datasets. To reduce oversim…
stat.ME2018
Estimating abundance from multiple sampling capture-recapture data via a multi-state multi-period stopover model
Hannah Worthington, Rachel McCrea, Ruth King +1
The collection of capture-recapture data often involves collecting data on numerous capture occasions over a relatively short period of time. For many study species this process is…