Six parameters for the census model in a single year and their hyper-parameters across years.
The six main parameters are subscripted since there is one for every year i each colony has a separate set. The population size had no hyper-parameters, meaning every year’s population was independent, and the two parameters describing tenure had hyper-parameters fixed in advance as narrow priors (...
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ftsmithonian:oai:figshare.com:article/19021526 2023-05-15T16:05:38+02:00 Six parameters for the census model in a single year and their hyper-parameters across years. Richard Condit (114548) Sarah G. Allen (11993642) Daniel P. Costa (7359032) Sarah Codde (11993645) P. Dawn Goley (11993648) Burney J. Le Boeuf (11993651) Mark S. Lowry (11993654) Patricia Morris (11993657) 2022-01-24T18:29:55Z https://doi.org/10.1371/journal.pone.0262214.t001 unknown https://figshare.com/articles/dataset/Six_parameters_for_the_census_model_in_a_single_year_and_their_hyper-parameters_across_years_/19021526 doi:10.1371/journal.pone.0262214.t001 CC BY 4.0 CC-BY Evolutionary Biology Ecology Inorganic Chemistry Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified particularly colonial birds yield total population total population size produce population estimates single count throughout one count captures female population size several additional colonies northern elephant seals asynchronous breeding phenology estimating population size years within sites many seasonal species female count many years elephant seals entire population single site seasonal breeders one day asynchronous species yet studied xlink "> seven colonies quantifying asynchrony minimized error minimal expenditure facilitate monitoring correction factors correction factor common problem 5 days 30 jan 2 days 15 yielded &# 241 Dataset 2022 ftsmithonian https://doi.org/10.1371/journal.pone.0262214.t001 2022-02-07T17:36:46Z The six main parameters are subscripted since there is one for every year i each colony has a separate set. The population size had no hyper-parameters, meaning every year’s population was independent, and the two parameters describing tenure had hyper-parameters fixed in advance as narrow priors ( μ d = 31.06, σ d = 0.27, μ v = 0.1212, σ v = 0.0062), a requirement for fitting the model [ 4 ]. The remaining parameters had Gaussian hyper-distributions estimated from the data. In a model covering Y years of censuses, 6 Y + 10 parameters are needed: 6 Y main parameters (6 per year) plus 10 hyper-parameters. Dataset Elephant Seals Unknown |
institution |
Open Polar |
collection |
Unknown |
op_collection_id |
ftsmithonian |
language |
unknown |
topic |
Evolutionary Biology Ecology Inorganic Chemistry Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified particularly colonial birds yield total population total population size produce population estimates single count throughout one count captures female population size several additional colonies northern elephant seals asynchronous breeding phenology estimating population size years within sites many seasonal species female count many years elephant seals entire population single site seasonal breeders one day asynchronous species yet studied xlink "> seven colonies quantifying asynchrony minimized error minimal expenditure facilitate monitoring correction factors correction factor common problem 5 days 30 jan 2 days 15 yielded &# 241 |
spellingShingle |
Evolutionary Biology Ecology Inorganic Chemistry Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified particularly colonial birds yield total population total population size produce population estimates single count throughout one count captures female population size several additional colonies northern elephant seals asynchronous breeding phenology estimating population size years within sites many seasonal species female count many years elephant seals entire population single site seasonal breeders one day asynchronous species yet studied xlink "> seven colonies quantifying asynchrony minimized error minimal expenditure facilitate monitoring correction factors correction factor common problem 5 days 30 jan 2 days 15 yielded &# 241 Richard Condit (114548) Sarah G. Allen (11993642) Daniel P. Costa (7359032) Sarah Codde (11993645) P. Dawn Goley (11993648) Burney J. Le Boeuf (11993651) Mark S. Lowry (11993654) Patricia Morris (11993657) Six parameters for the census model in a single year and their hyper-parameters across years. |
topic_facet |
Evolutionary Biology Ecology Inorganic Chemistry Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified particularly colonial birds yield total population total population size produce population estimates single count throughout one count captures female population size several additional colonies northern elephant seals asynchronous breeding phenology estimating population size years within sites many seasonal species female count many years elephant seals entire population single site seasonal breeders one day asynchronous species yet studied xlink "> seven colonies quantifying asynchrony minimized error minimal expenditure facilitate monitoring correction factors correction factor common problem 5 days 30 jan 2 days 15 yielded &# 241 |
description |
The six main parameters are subscripted since there is one for every year i each colony has a separate set. The population size had no hyper-parameters, meaning every year’s population was independent, and the two parameters describing tenure had hyper-parameters fixed in advance as narrow priors ( μ d = 31.06, σ d = 0.27, μ v = 0.1212, σ v = 0.0062), a requirement for fitting the model [ 4 ]. The remaining parameters had Gaussian hyper-distributions estimated from the data. In a model covering Y years of censuses, 6 Y + 10 parameters are needed: 6 Y main parameters (6 per year) plus 10 hyper-parameters. |
format |
Dataset |
author |
Richard Condit (114548) Sarah G. Allen (11993642) Daniel P. Costa (7359032) Sarah Codde (11993645) P. Dawn Goley (11993648) Burney J. Le Boeuf (11993651) Mark S. Lowry (11993654) Patricia Morris (11993657) |
author_facet |
Richard Condit (114548) Sarah G. Allen (11993642) Daniel P. Costa (7359032) Sarah Codde (11993645) P. Dawn Goley (11993648) Burney J. Le Boeuf (11993651) Mark S. Lowry (11993654) Patricia Morris (11993657) |
author_sort |
Richard Condit (114548) |
title |
Six parameters for the census model in a single year and their hyper-parameters across years. |
title_short |
Six parameters for the census model in a single year and their hyper-parameters across years. |
title_full |
Six parameters for the census model in a single year and their hyper-parameters across years. |
title_fullStr |
Six parameters for the census model in a single year and their hyper-parameters across years. |
title_full_unstemmed |
Six parameters for the census model in a single year and their hyper-parameters across years. |
title_sort |
six parameters for the census model in a single year and their hyper-parameters across years. |
publishDate |
2022 |
url |
https://doi.org/10.1371/journal.pone.0262214.t001 |
genre |
Elephant Seals |
genre_facet |
Elephant Seals |
op_relation |
https://figshare.com/articles/dataset/Six_parameters_for_the_census_model_in_a_single_year_and_their_hyper-parameters_across_years_/19021526 doi:10.1371/journal.pone.0262214.t001 |
op_rights |
CC BY 4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.1371/journal.pone.0262214.t001 |
_version_ |
1766401540508090368 |