Data · collection · 2015
The Validation of a Beta-Binomial Model for Overdispersed Binomial Data
Listed in DataCite
ABSTRACT.The beta-binomial model has been widely used as an analytically tractable alternative that captures the overdispersion of an intra-correlated, binomial random variable, X .
Description
However, the model validation for X has been rarely investigated. As a beta-binomial mass function takes on a few different shapes, the model validation is examined for each of the classified shapes in this paper.
Further, the mean square error (MSE) is illustrated for each shape by the maximum likelihood estimator (MLE) based on a beta-binomial model approach and the method of moments estimator (MME) in order to gauge when and how much the MLE is biased.
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Where it is published
- Repository landing page tandf.figshare.com/collections/The_Validation_of_a_Beta_Binomial_Model_for_Overdi… ↗
landing page · from DataCite
- Repository landing page tandf.figshare.com/collections/The_Validation_of_a_Beta_Binomial_Model_for_Overdi… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.c.2068997.v1 ↗
DOI / persistent id · from DataCite
- DOI doi.org/10.6084/m9.figshare.c.2068997 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 4
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.c.2068997 ↗
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- DataCite API api.datacite.org/dois/10.6084/m9.figshare.c.2068997.v1 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.c.2068997.v1 ↗
catalogue entry · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.c.2068997 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Biological sciences · Biological sciences · Mathematics · Mathematics · Sociology · Sociology
Provenance · 2 source records, 21 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.c.2068997 | 15 d ago | JSON v1 |
| DataCite | 10.6084/m9.figshare.c.2068997.v1 | 15 d ago | JSON v1 |
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| concepts[field].fos:mathematics | source · DataCite | connector:datacite@1.0.0 | |
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| concepts[field].local:field:social-science | mapping · DataCite | vocabulary-mapper@1.0.0 | keywords['Sociology'] |
| concepts[field].local:field:social-science | mapping · DataCite | vocabulary-mapper@1.0.0 | keywords['Sociology'] |
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