State-space models' dirty little secrets: Even simple linear Gaussian models can have estimation problems

Marie Auger-Méthé; Chris Field; Christoffer M. Albertsen; Andrew E. Derocher; Mark A. Lewis; Ian D. Jonsen; Joanna Mills Flemming

doi:10.1038/srep26677

State-space models' dirty little secrets: Even simple linear Gaussian models can have estimation problems

Marie Auger-Méthé, Chris Field, Christoffer M. Albertsen, Andrew E. Derocher, Mark A. Lewis, Ian D. Jonsen, Joanna Mills Flemming

Earth and Planetary Sciences

Research output: Contribution to journal › Article › peer-review

99 Citations (Scopus)

Original language	English
Article number	26677
Journal	Scientific Reports
Volume	6
DOIs	https://doi.org/10.1038/srep26677
Publication status	Published - May 25 2016

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title = "State-space models' dirty little secrets: Even simple linear Gaussian models can have estimation problems",

author = "Marie Auger-M{\'e}th{\'e} and Chris Field and Albertsen, {Christoffer M.} and Derocher, {Andrew E.} and Lewis, {Mark A.} and Jonsen, {Ian D.} and Flemming, {Joanna Mills}",

note = "Funding Information: We thank William Aeberhard, Devin Lyons, and Stephanie Peacock for their inputs. This study was supported by grants to the Ocean Tracking Network from the Natural Sciences and Engineering Research Council of Canada (Research Network Grant NETGP 375118-08) and the Canada Foundation for Innovation, as well as by the Aquarium du Qu{\'e}bec, ArcticNet, US Department of Interior Bureau of Ocean Energy Management, Canadian Association of Zoos and Aquariums, Canadian Wildlife Federation, Circumpolar/Boreal Alberta Research, Environment Canada, Hauser Bears, Natural Sciences and Engineering Research Council of Canada, Northern Scientific Training Program, Polar Continental Shelf Program, Polar Bears International, Quark Expeditions, and World Wildlife Fund (Canada & International). I.D.J. acknowledges a Macquarie Vice-Chancellor's Innovation Fellowship and M.A.L. acknowledges the Canada Research Chairs program.",

year = "2016",

month = may,

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doi = "10.1038/srep26677",

language = "English",

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T1 - State-space models' dirty little secrets

T2 - Even simple linear Gaussian models can have estimation problems

AU - Auger-Méthé, Marie

AU - Field, Chris

AU - Albertsen, Christoffer M.

AU - Derocher, Andrew E.

AU - Lewis, Mark A.

AU - Jonsen, Ian D.

AU - Flemming, Joanna Mills

N1 - Funding Information: We thank William Aeberhard, Devin Lyons, and Stephanie Peacock for their inputs. This study was supported by grants to the Ocean Tracking Network from the Natural Sciences and Engineering Research Council of Canada (Research Network Grant NETGP 375118-08) and the Canada Foundation for Innovation, as well as by the Aquarium du Québec, ArcticNet, US Department of Interior Bureau of Ocean Energy Management, Canadian Association of Zoos and Aquariums, Canadian Wildlife Federation, Circumpolar/Boreal Alberta Research, Environment Canada, Hauser Bears, Natural Sciences and Engineering Research Council of Canada, Northern Scientific Training Program, Polar Continental Shelf Program, Polar Bears International, Quark Expeditions, and World Wildlife Fund (Canada & International). I.D.J. acknowledges a Macquarie Vice-Chancellor's Innovation Fellowship and M.A.L. acknowledges the Canada Research Chairs program.

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State-space models' dirty little secrets: Even simple linear Gaussian models can have estimation problems

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