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R2ucare: An R package to perform goodness-of-fit tests for capture-recapture models
- Source :
- Methods in Ecology and Evolution, Methods in Ecology and Evolution, Wiley, 2018, Methods in Ecology and Evolution, Wiley, 2018, 9 (7), pp.1749-1754. ⟨10.1111/2041-210X.13014⟩
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- Assessing the quality of fit of a statistical model to data is a necessary step for conducting safe inference. We introduce R2ucare, an R package to perform goodness-of-fit tests for open single- and multi-state capture-recapture models. R2ucare also has various functions to manipulate capture-recapture data. We remind the basics and provide guidelines to navigate towards testing the fit of capture-recapture models. We demonstrate the functionality of R2ucare through its application to real data.
- Subjects :
- 0106 biological sciences
Computer science
Ecology (disciplines)
media_common.quotation_subject
Inference
Machine learning
computer.software_genre
010603 evolutionary biology
01 natural sciences
Model validation
Mark and recapture
Goodness of fit
Quality (business)
Ecology, Evolution, Behavior and Systematics
ComputingMilieux_MISCELLANEOUS
media_common
business.industry
Ecological Modeling
010604 marine biology & hydrobiology
in press
Capture mark recapture
Statistical model
R package
Artificial intelligence
Data mining
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
business
computer
Subjects
Details
- Language :
- English
- ISSN :
- 2041210X
- Database :
- OpenAIRE
- Journal :
- Methods in Ecology and Evolution, Methods in Ecology and Evolution, Wiley, 2018, Methods in Ecology and Evolution, Wiley, 2018, 9 (7), pp.1749-1754. ⟨10.1111/2041-210X.13014⟩
- Accession number :
- edsair.doi.dedup.....c659f6e347ca61d3f0b176d82d63d6bc