Hasse Diagrams and Linear Model Specification
摘要
We formally introduce Hasse diagrams for visualizing the logical structure of an experiment and distinguish treatment, unit, and experiment structures. We show how to derive a linear model corresponding to a Hasse diagram and discuss formulating ANOVA models as linear regressions using dummy variables. We directly derive the correct model specifications for R from the Hasse diagrams and elucidate their direct correspondence to the linear model.