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An Introduction to Generalized
An Introduction to Generalized Linear ModelsThird 14/8/08 9:54:27 AMAnalysis of Failure and Survival DataP. J. SmithThe Analysis of Time Series An Introduction , Sixth EditionC. ChatfieldApplied Bayesian Forecasting and Time SeriesAnalysisA. Pole, M. West and J. HarrisonApplied Nonparametric Statistical Methods,Fourth EditionP. Sprent and SmeetonApplied Statistics Handbook of Snell and H. SimpsonApplied Statistics Principles and Cox and SnellBayesian Data Analysis, Second EditionA. Gelman, Carlin, Sternand RubinBayesian Methods for Data Analysis,Third Carlin and LouisBeyond ANOVA Basics of Miller, Multivariate Analysis,Fourth Afifi and ClarkA Course in Categorical Data AnalysisT. LeonardA Course in Large Sample FergusonData Driven Statistical MethodsP. SprentDecision Analysis A Bayesian SmithElementary Applications of ProbabilityTheory, Second TuckwellElements of MorganEpidemiology Study Design andData Analysis, Second EditionM.
2.3 Some principles of statistical modelling 32 2.4 Notation and coding for explanatory variables 37 2.5 Exercises 40 3 Exponential Family and Generalized Linear Models 45 3.1 Introduction 45 3.2 Exponential family of distributions 46 3.3 Properties of distributions in the exponential family 48 3.4 Generalized linear models 51 3.5 Examples 52
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