STAT4010(Spring2026)

Time slot: Monday, LSB LT6, 17:30-18:15 

References: 

• Lecture notes in CUHK courses

• All of Nonparametric Statistics (Larry Wasserman)

Tutorial Notes (Click here):

• Tutorial 0: Review

• Tutorial 1: Posterior Calculation

• Tutorial 2: Conjugate Prior

• Tutorial 3: Jeffreys Prior and Identifiability

• Tutorial 4: Bayes Estimator

• Tutorial 5: Bayes Factor and Credible Set

• Tutorial 6: Theoretical Justification

• Tutorial 7: Importance sampling and MH Algorithm

• Tutorial 8: Gibbs Sampler

• Tutorial 9: