articleJournal of Statistical SoftwareJan 1, 2003DIAMOND OA

Effect Displays in R for Generalised Linear Models

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Abstract

This paper describes the implementation in R of a method for tabular or graphical display of terms in a complex generalised linear model. By complex, I mean a model that contains terms related by marginality or hierarchy, such as polynomial terms, or main effects and interactions. I call these tables or graphs effect displays. Effect displays are constructed by identifying high-order terms in a generalised linear model. Fitted values under the model are computed for each such term. The lower-order

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Topics & keywords

Keywords
  • Hierarchy
  • Computer science
  • Order (exchange)
  • Term (time)
  • Linear model
  • Graphical display
  • Polynomial
  • Time complexity
UN Sustainable Development Goals
  • Reduced inequalities
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