Generalised linear models; the exponential family, the linear predictor, link functions, analysis of deviance, parameter estimation, deviance residuals. Model choice, fitting and validation.

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This introductory data analysis course uses matrix algebra to represent the linear models that used to model differences between experimental units. Introduction to Linear Models and Matrix Algebra ...