It is a broad survey of count regression models it is designed to demonstrate the range of analyses available for count regression models it is not an in depth statistical presentation it is not a how to manual that will train you in count data analysiswhy use count regression models count data is . This online course modeling count data deals with regression models for count data ie models with a response or dependent variable data in the form of a count or rate a count is understood as the number of times an event occurs a rate as how many events occur within a specific area or time interval. This is a first rate introductory book for modeling count data a key challenge in applied statistics hilbes experience and affability shine in the text his careful emphasis on establishing the defensibility of models for example in the face of overdispersion will greatly benefit the beginning statistician. Regression models for count data we then introduce the poisson distribution and discuss the rationale for modeling the logarithm of the mean as a linear function of observed covariates the result is a generalized linear model with poisson response and link log
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