Chapter 15: Mixture Models

Exercises, Programs and Files:

• 15.5: Experiments With Two-Component Normal Mixtures
  • Lognormal Experiment
  • Chi-square Experiment
  • Two Component Experiment

• 15.7: A Normal Mixture with Covariates Affecting the Mixture Assignment: Response Delays
  • schiz.m
    • Supporting Files:
      • responses.txt (Data)

• 15.8: Are My Students Randomly Guessing?
  • runmix.m

• 15.9: A Skewed Regression Model
  • skew_normal.m
  • Supporting Files:
    • wages.raw (Data)
    • Density Plots

• 15.11: Quantile Regression II
  • quantilereg_withscale.m (change line 23 of code to consider a different quantile)
    • Supporting Files:
      • acsdata.raw
      • invgaussrnd.m