Lecture 13: Fitting models with the principle of maximum likelihood

Lecture 13: Fitting models with the principle of maximum likelihood#

Learning objectives#

  • Introduce the concept joint probability mass/density functions.

  • Introduce the concept of independent random variables.

  • Introduce the principle of maximum likelihood for fitting models.

  • Introduce the concept of predictive checking.

Contents