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Order-restricted Dose-related Trend Phi-divergence Tests for Generalized Linear Models.
- Source :
- Journal of Applied Statistics; Jul2007, Vol. 34 Issue 5, p611-623, 13p, 6 Charts, 1 Graph
- Publication Year :
- 2007
-
Abstract
- In this paper a new family of test statistics is presented for testing the independence between the binary response Y and an ordered categorical explanatory variable X (doses) against the alternative hypothesis of an increase dose-response relationship between a response variable Y and X (doses). The properties of these test statistics are studied. This new family of test statistics is based on the family of φ-divergence measures and contains as a particular case the likelihood ratio test. We pay special attention to the family of test statistics associated with the power divergence family. A simulation study is included in order to analyze the behavior of the power divergence family of test statistics. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 02664763
- Volume :
- 34
- Issue :
- 5
- Database :
- Complementary Index
- Journal :
- Journal of Applied Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 25382084
- Full Text :
- https://doi.org/10.1080/02664760701235303