Short Course in Statistical Computing

Time: 9-12 am every Mon, Wed, and Fri

Place: Room 106, Institute of Information Science New Building

Teacher: Prof. Henry Horng-Shing Lu,

               Institute of Statistics, National Chiao Tung University

Syllabus:

Week 1 (Jan 21, 23, 25): Maximum likelihood estimates and the EM algorithm
Jan. 21(Mon.)  slides   pdf    recording 

Jan. 23(Wed.)   slides   pdf    recording 

Jan. 25(Fri.)      slides   pdf    recording 

Week 2 (Jan 28, 30, Feb 1): Bayesian methods with Monte Carlo Markov Chains
Jan. 28(Mon.)  slides   pdf    recording 

Jan. 30(Wed.)   slides   pdf    recording 

Feb. 1(Fri.)       slides   pdf    recording 

Week 3 (Feb 18, 20, 22): Non-parametric methods by permutation and bootstrap methods

Feb. 18(Mon.)  slides   pdf    recording 

Feb. 20(Wed.)   slides   pdf    recording 

Feb. 22(Fri.)      slides   pdf    recording