Generalized Linear Models : A Unified Approach (Quantitative Applications in the Social Sciences)

Generalized Linear Models : A Unified Approach (Quantitative Applications in the Social Sciences)

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  • 製本 Paperback:紙装版/ペーパーバック版／ページ数 101 p.
  • 言語 ENG
  • 商品コード 9780761920557
  • DDC分類 519.535

Full Description


The author explains the theoretical underpinnings of generalized linear models so that researchers can decide how to select the best way to adapt their data for this type of analysis. Examples are provided to illustrate the application of GLM to actual data and the author includes his web address where additional resources can be found.

Contents

IntroductionThe Exponential FamilyLikelihood Theory and the MomentsLinear Structure and the Link FunctionEstimation ProceduresResiduals and Model FitConclusion