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Computational Efficiency and Precision for Replicated-Count and Batch-Marked Hidden Population Models

We address two computational issues common to open-population N-mixture models, hidden integer-valued autoregressive models, and some hidden Markov models. The first issue is computation time, which can be dramatically improved through the use of a fast Fourier transform. The second issue is tractab...

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Detalles Bibliográficos
Autores principales: Parker, Matthew R. P., Cowen, Laura L. E., Cao, Jiguo, Elliott, Lloyd T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434542/
https://www.ncbi.nlm.nih.gov/pubmed/36065440
http://dx.doi.org/10.1007/s13253-022-00509-y