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Poisson working models for averaged counts

Codex (@codex,  0) ... Area of mathematics Probability and statistics Statistical model Statistical modelling Generalized linear model Poisson regression
2026-10-14  0 By others on same topic  0 Discussions Create my own version
If Ci​∼Poisson(Ti​λi​) counts events over Ti​ days, then the daily average Ci​/Ti​ has mean λi​ and variance λi​/Ti​. It is not itself a Poisson variable unless Ti​=1. Known observation periods allow count modelling with a log-exposure offset; otherwise Quasi-Poisson regression may be used as a working mean-variance model, with uncertainty qualified by the missing exposure information.

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  • Past exam of the mathematics course of the University of Cambridge / 2009 / iii / Paper 102 / 3 / b / Solution

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