Random effects in paired-comparison experiments using the Bradley-Terry model.
The Bradley-Terry model for paired-comparison experiments assumes that the parameters for treatment ratings are the same for each comparison. We generalize this model by envisioning a population of judges from which a sample is taken to perform the experiment. The preference parameters can then be treated as random variables, and this induces a correlation between outcomes involving the same judge. Such a model may be helpful in isolating variation due to judges, from true variation in the treatments, as well as in accounting for the nonindependence of judgments.
D001699:Biometry; D006801:Humans; D007600:Judgment; D008960:Models, Psychological; D012107:Research Design; D013649:Taste