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Testing for zero-inflation in count series: application to occupational health.

Authors :
Zhao, Y.
Lee, A.H.
Burke, V.
Yau, K.K.W.
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