- The Mind's Arrows: Bayes Nets and Graphical Causal Models in Psychology
- Galileo in Pittsburgh
- Thinking Things Through: An Introduction to Philosophical Issues and Achievements
- Causation, Prediction, and Search (Adaptive Computation and Machine Learning)
- The Concept of Probability in the Mathematical Representation of Reality