This graduate seminar will examine several mathematical techniques in modeling
psychological processes. Topics to be covered will include:
- Theory of measurement (scale type, extensive/conjoint structure, multidimensional
scaling);
- Signal detection theory (detectability, bias, ROC analysis, parametric
and non-parametric indices);
- Social choice and voting theories (ranking, Borda score, Condorcet winner,
Arrow's impossibility theorem);
- Game theory (matrix game, Nash equilibrium, bounded rationality, theory-of-mind);
- Response time theory (counter model, diffusion/random walk model, distributional
analysis).
Evaluation will be based on an in-class exam, homework, and a project.