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Overdispersion variance is larger than mean. To determine the most significant variables influencing the occupancy I am running a glm with occupancy as my response variable 0occupied 1not occupied and different explanatory variables which are numerical except one categorical variable with 4. Glm In R Generalized Linear Model In a regression model we will assume that the dependent variable y depends on an n X p size matrix of regression variables XThe ith row in X can be denoted as x_i which is a. . This article describes how the GLMSELECT procedure builds models on the training data and uses the validation data to choose a final model. Glm formula familygaussian data where. SAS software provides ways to automate this process. AIC or hypothesis testing z-statistics drop1 anova Model validation. While it is certainly possible to use them to judge between different glm families in Generalized Linear Models and Extensions by J...