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Testing for zero-inflation in count series: application to occupational health.
- Source :
-
Journal of Applied Statistics . Dec2009, Vol. 36 Issue 12, p1353-1359. 7p. 1 Chart, 1 Graph. - Publication Year :
- 2009
-
Abstract
- Count data series with extra zeros relative to a Poisson distribution are common in many biomedical applications. A score test is presented to assess whether the zero-inflation problem is significant to warrant the analysis by the more complex zero-inflated Poisson autoregression model. The score test is implemented as a computer program in the Splus platform. For illustration, the test procedure is applied to a workplace injury series where many zero counts are observed due to the heterogeneity in injury risk and the dynamic population involved. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 02664763
- Volume :
- 36
- Issue :
- 12
- Database :
- Academic Search Index
- Journal :
- Journal of Applied Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 45141195
- Full Text :
- https://doi.org/10.1080/02664760802653586