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State-space models’ dirty little secrets: even simple linear Gaussian models can have estimation problems

State-space models (SSMs) are increasingly used in ecology to model time-series such as animal movement paths and population dynamics. This type of hierarchical model is often structured to account for two levels of variability: biological stochasticity and measurement error. SSMs are flexible. They...

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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Auger-Méthé, Marie, Field, Chris, Albertsen, Christoffer M., Derocher, Andrew E., Lewis, Mark A., Jonsen, Ian D., Mills Flemming, Joanna
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4879567/
https://ncbi.nlm.nih.gov/pubmed/27220686
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep26677
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