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An example of a particular case of the GLM representation is the familiar logistic regression model commonly used for binary classi cation in medical applications. Linear Regression A Special Case of the GLM. Seascapemodels In statistics a generalized linear model is a flexible generalization of ordinary linear regression that allows for the response variable to have an error distribution other than the normal distribution. Glm gamma regression . While generalized linear models are typically analyzed using the glm function survival analyis is typically carried out using functions from the survival package. The log link can represent an underlying multiplicate process which is common in ecology. The survival package can handle one and two sample problems parametric accelerated failure models and the Cox proportional hazards model. The OLS and GLM estimates will di er for any nonlinear link function and for any right hand side. To reinforce our understanding of this structur