Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges

Patterson, T.A., Parton, A., Langrock, R. et al. (3 more authors) (2017) Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges. AStA Advances in Statistical Analysis. pp. 1-40. ISSN 1863-8171

Abstract

Metadata

Authors/Creators:
  • Patterson, T.A.
  • Parton, A.
  • Langrock, R.
  • Blackwell, P.G.
  • Thomas, L.
  • King, R.
Copyright, Publisher and Additional Information: © Crown Copyright 2017. This is an author produced version of a paper subsequently published in AStA Advances in Statistical Analysis. Uploaded in accordance with the publisher's self-archiving policy. The final publication is available at Springer via https://doi.org/10.1007/s10182-017-0302-7.
Keywords: Hidden Markov model; Measurement error; Ornstein–Uhlenbeck process; State-space model; Stochastic differential equation; Time series
Dates:
  • Published (online): 4 July 2017
  • Accepted: 7 June 2017
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Science (Sheffield) > School of Mathematics and Statistics (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 18 Jul 2017 14:12
Last Modified: 04 Jul 2018 00:38
Published Version: https://doi.org/10.1007/s10182-017-0302-7
Status: Published online
Publisher: Springer Verlag
Refereed: Yes
Identification Number: https://doi.org/10.1007/s10182-017-0302-7

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