Author

J. B. Socolar

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:field survey / ecological data· 1 Assay:metagenomics· 1 Organism:multiple species· 1 Research Focus:software / tool· 1

Frequent Co-Authors

S. C. Mills· 2 shared D. P. Edwards· 1 shared J. J. Gilroy· 1 shared T. Haugaasen· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersEcology

S. C. Mills

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2 papers

Recent·Most cited

EcologybioRxivPreprintOct 26, 2023

Introducing flocker: an R package for flexible occupancy modeling via brms and Stan

J. B. Socolar, S. C. Mills

The paper introduces an R package called flocker for flexible occupancy modeling using brms and Stan, allowing for complex effects structures in ecological data analysis.

DOI 10.1101/2023.10.26.564080

metagenomicsdeep learning

𝕏 PostBluesky

EcologybioRxivNov 5, 2021

Biogeographic multi-species occupancy models for large-scale survey data

J. B. Socolar, S. C. Mills, T. Haugaasen…·D. P. Edwards

The paper introduces a biogeographic multi-species occupancy model (bMSOM) that improves predictive performance and reduces spatial bias by incorporating pre-existing range data into hierarchical models.

DOI 10.1002/ece3.9328

multiple speciesfield survey / ecological data

𝕏 PostBluesky