1. List of contributors; 2. Introduction (by Skousen, Royal); 3. Part I. The basics of Analogical Modeling; 4. 1. An overview of Analogical Modeling (by Skousen, Royal); 5. 2. Issues in Analogical Modeling (by Skousen, Royal); 6. Part II. Psycholinguistic evidence for Analogical Modeling; 7. 3. Skousen's analogical approach as an exemplar-based model of categorization (by Chandler, Steve); 8. Part III. Applications to specific languages; 9. 4. Applying Analogical Modeling to the German plural (by Wulf, Douglas J.); 10. 5. Testing Analogical Modeling: The /k/~O alternation in Turkish (by Rytting, C. Anton); 11. Part IV. Comparing Analogical Modeling with TiMBL; 12. 6. A comparison of two analogical models: Tilburg Memory-Based Learner versus Analogical Modeling (by Eddington, David); 13. 7. A comparison of Analogical Modeling to Memory-Based Language Processing (by Daelemans, Walter); 14. 8. Analogical hierarchy: Exemplar-based modeling of linkers in Dutch noun-noun compounds (by Krott, Andrea); 15. Part V. Extending Analogical Modeling; 16. 9. Expanding k -NN analogy with instance families (by Bosch, Antal van den); 17. 10. Version spaces, neural networks, and Analogical Modeling (by Mudrow, Mike); 18. 11. Exemplar-driven analogy in Optimality Theory (by Myers, James); 19. 12. The hope for analogous categories (by Johansson, Christer); 20. Part VI. Quantum computing and the exponential explosion; 21. 13. Analogical Modeling and quantum computing (by Skousen, Royal); 22. Part VII. Appendix; 23. 14. Data files for Analogical Modeling (by Lonsdale, Deryle); 24. 15. Running the Perl/C version of the Analogical Modeling program (by Parkinson, Dilworth B.); 25. 16. Implementing the Analogical Modeling algorithm (by Stanford, Theron); 26. Index