Models Specification

Contents:

• Statistical Model
  • Assumption about the signal (U)
  • Assumptions about the Noise
  • Marginal likelihood
• Encoding- vs. RSA-style models
  • Example
  • Encoding-style models
  • RSA-style models
  • Which approach to use?
• Model types
  • Fixed models
  • Component models
  • Feature models
  • Correlation model
  • Free models
  • Custom model
• Noise Models