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Hierarchical generalized additive models: an introduction with mgcv

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RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
@slderuiter @ericJpedersen @millerdl @noamross @PeerJPreprints Oops; forgot the link https://t.co/oyQIjJUoCT
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
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RT @strnr: Hierarchical generalized additive models: an introduction with mgcv https://t.co/TwqEy5l6D7 #Rstats pkg: https://t.co/2kwhlYWCro
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Hierarchical generalized additive models: an introduction with mgcv https://t.co/TwqEy5l6D7 #Rstats pkg: https://t.co/2kwhlYWCro
39 days ago
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
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RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
40 days ago
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
42 days ago
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
RT @ucfagls: Our[*] Hierarchical GAMs paper is now up on @PeerJPreprints: Hierarchical generalized additive models: an introduction with…
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Supplemental Information

Supplementary tutorial code to reproduce examples in text

DOI: 10.7287/peerj.preprints.27320v1/supp-1

Additional Information

Competing Interests

Eric Pedersen is an employee of Fisheries and Oceans Canada, and Noam Ross is employed by Ecohealth Alliance, a non-profit organization.

Author Contributions

Eric J Pedersen conceived and designed the experiments, performed the experiments, analyzed the data, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

David L. Miller conceived and designed the experiments, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Gavin L. Simpson conceived and designed the experiments, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Noam Ross conceived and designed the experiments, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Data Deposition

The following information was supplied regarding data availability:

All data and code for this paper are available via Github at:

https://github.com/noamross/mixed-effect-gams

Funding

This work was partially funded by Fisheries and Oceans Canada, National Science and Engineering Research Council of Canada (NSERC) Discovery Grant (RGPIN-2014-04032) and by OPNAV N45 and the SURTASS LFA Settlement Agreement, managed by the U.S. Navy's Living Marine Resources program under Contract No. N39430-17-C-1982. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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