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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1Topics & keywords
Topics
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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