Assessing heterogeneity in transition propensity in multistate capture–recapture data
Multistate capture–recapture models are a useful tool to help to understand the dynamics of movement within discrete capture–recapture data. The standard multistate capture–recapture model, however, relies on assumptions of homogeneity within the population with respect to survival, capture and tran...
Published in: | Journal of the Royal Statistical Society: Series C (Applied Statistics) |
---|---|
Main Authors: | , , |
Format: | Article in Journal/Newspaper |
Language: | unknown |
Subjects: | |
Online Access: | https://doi.org/10.1111/rssc.12392 |
id |
ftrepec:oai:RePEc:bla:jorssc:v:69:y:2020:i:2:p:413-427 |
---|---|
record_format |
openpolar |
spelling |
ftrepec:oai:RePEc:bla:jorssc:v:69:y:2020:i:2:p:413-427 2024-04-14T08:10:04+00:00 Assessing heterogeneity in transition propensity in multistate capture–recapture data Anita Jeyam Rachel McCrea Roger Pradel https://doi.org/10.1111/rssc.12392 unknown https://doi.org/10.1111/rssc.12392 article ftrepec https://doi.org/10.1111/rssc.12392 2024-03-19T10:26:03Z Multistate capture–recapture models are a useful tool to help to understand the dynamics of movement within discrete capture–recapture data. The standard multistate capture–recapture model, however, relies on assumptions of homogeneity within the population with respect to survival, capture and transition probabilities. There are many ways in which this model can be generalized so some guidance on what is really needed is highly desirable. Within the paper we derive a new test that can detect heterogeneity in transition propensity and show its good power by using simulation and application to a Canada goose data set. We also demonstrate that existing tests which have traditionally been used to diagnose memory are in fact sensitive to other forms of transition heterogeneity and we propose modified tests which can distinguish between memory and other forms of transition heterogeneity. Article in Journal/Newspaper Canada Goose RePEc (Research Papers in Economics) Canada Journal of the Royal Statistical Society: Series C (Applied Statistics) 69 2 413 427 |
institution |
Open Polar |
collection |
RePEc (Research Papers in Economics) |
op_collection_id |
ftrepec |
language |
unknown |
description |
Multistate capture–recapture models are a useful tool to help to understand the dynamics of movement within discrete capture–recapture data. The standard multistate capture–recapture model, however, relies on assumptions of homogeneity within the population with respect to survival, capture and transition probabilities. There are many ways in which this model can be generalized so some guidance on what is really needed is highly desirable. Within the paper we derive a new test that can detect heterogeneity in transition propensity and show its good power by using simulation and application to a Canada goose data set. We also demonstrate that existing tests which have traditionally been used to diagnose memory are in fact sensitive to other forms of transition heterogeneity and we propose modified tests which can distinguish between memory and other forms of transition heterogeneity. |
format |
Article in Journal/Newspaper |
author |
Anita Jeyam Rachel McCrea Roger Pradel |
spellingShingle |
Anita Jeyam Rachel McCrea Roger Pradel Assessing heterogeneity in transition propensity in multistate capture–recapture data |
author_facet |
Anita Jeyam Rachel McCrea Roger Pradel |
author_sort |
Anita Jeyam |
title |
Assessing heterogeneity in transition propensity in multistate capture–recapture data |
title_short |
Assessing heterogeneity in transition propensity in multistate capture–recapture data |
title_full |
Assessing heterogeneity in transition propensity in multistate capture–recapture data |
title_fullStr |
Assessing heterogeneity in transition propensity in multistate capture–recapture data |
title_full_unstemmed |
Assessing heterogeneity in transition propensity in multistate capture–recapture data |
title_sort |
assessing heterogeneity in transition propensity in multistate capture–recapture data |
url |
https://doi.org/10.1111/rssc.12392 |
geographic |
Canada |
geographic_facet |
Canada |
genre |
Canada Goose |
genre_facet |
Canada Goose |
op_relation |
https://doi.org/10.1111/rssc.12392 |
op_doi |
https://doi.org/10.1111/rssc.12392 |
container_title |
Journal of the Royal Statistical Society: Series C (Applied Statistics) |
container_volume |
69 |
container_issue |
2 |
container_start_page |
413 |
op_container_end_page |
427 |
_version_ |
1796307558336561152 |