On a goodness of fit test for the logistic model based on score statistics
- 1 January 1982
- journal article
- research article
- Published by Informa UK Limited in Communications in Statistics - Theory and Methods
- Vol. 11 (10), 1087-1105
- https://doi.org/10.1080/03610928208828295
Abstract
A goodness of fit test statistic for the univariate logistic response model proposed by Prentice (1976) for quantal response bioassays is described and extended to the multiple regressor. variable situation. The size and power characteristics of the test statistic was found to be adequately described by a chi square variate for sample sizes as small as SO and its power was found to be dependent upon both the sample size and the true underlying response model.Keywords
This publication has 3 references indexed in Scilit:
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- A Logistic Reanalysis of Ashford and Sowden's Data on Respiratory Symptoms in British Coal MinersPublished by JSTOR ,1973
- On asymptotically optimal tests of composite hypothesesBiometrika, 1970