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Generalized Linear Models

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Regression Methods in Biostatistics

Part of the book series: Statistics for Biology and Health ((SBH))

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Abstract

A new program for depression is instituted in the hopes of reducing the number of visits to the emergency room in the year following treatment. Predictors include (among many others) treatment (yes/no), race, and drug, and alcohol usage indices. A common and minimally invasive treatment for jaundice in newborns is exposure to light. Yet the cost of this (mainly because of longer hospital stays) was estimated as long ago as 1984 at over $600 per infant. Predictors of the cost include race, gestational age, and birthweight

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9.5 Further Notes and References

  • Dobson, A. J. (2001). An Introduction to Generalized Linear Models. Chapman & Hall Ltd, London, 2nd ed.

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  • McCullagh, P. and Nelder, J. A. (1989). Generalized linear models. Chapman & Hall Ltd, 2nd ed.

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© 2005 Springer Science+Business Media, Inc.

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(2005). Generalized Linear Models. In: Regression Methods in Biostatistics. Statistics for Biology and Health. Springer, New York, NY. https://doi.org/10.1007/0-387-27255-0_9

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