Discrete Choice Manual and Videos


Discrete Choice Manual Discrete Choice Videos 
  1. General introduction to choice modeling (Chandra Bhat)
  2. Introduction and overview (Siva Srinivasan)
  3. Elements of the choice process (Marisol Castro)
  4. Utility-based choice theory (Ipek Sener)
  5. Components of utility (Raghu Sidharthan)
  6. Binary choice (BC) models: Structure and error distributions (Abdul Pinjari)
  7. BC models: Logit/probit models and location/scale invariance (Naveen Eluru)
  8. Data (Siva Srinivasan)
  9. BC models: Maximum likelihood estimation (Nazneen Ferdous)
  10. BC models: Fit measures (Jeff LaMondia)
  11. BC models: Specification (Aruna Sivakumar)
  12. BC models: Interpretation (Rajesh Paleti)
  13. BC models: Hypothesis testing (Abdul Pinjari)
  14. Multinomial logit (MNL) model: Overview, structure, and scale/location invariance (Jessica Guo)
  15. MNL model: Specification & interpretation (Aruna Sivakumar)
  16. MNL model: IIA property (Rachel Copperman)
  17. MNL model: Elasticity/marginal effects and interpretation (Rajesh Paleti)
  18. Consumer surplus and compensating variation from MNL models
  19. MNL model: Model building, market segmentation, and closing (Elizabeth Sall)