週次 |
日期 |
單元主題 |
第1週 |
9/14 |
Theory of Markov chain and its applications(I) |
第2週 |
9/21 |
Theory of Markov chain and its applications(II) |
第3週 |
9/28 |
Stochastic process and medical decision making |
第4週 |
10/05 |
Limiting Theorem and properties of Markov Chain |
第5週 |
10/12 |
Course-Detailed Balance |
第6週 |
10/19 |
Review: Egordic/Spectral decomposition/Meanrecurrence time |
第7週 |
10/26 |
MCMC method in Bayesian Statistics |
第8週 |
11/02 |
Theory of Continuous Time Markov Model |
第9週 |
11/09 |
Health care decision making with continuous time Markov Process |
第10週 |
11/16 |
Presentation |
第11週 |
11/23 |
Health care decision making with continuous time Markov Process |
第12週 |
11/30 |
Continuous Markov process for assessing the efficacy of intervention |
第13週 |
12/07 |
Continuous Markov process for personalized disease prevention |
第14週 |
12/14 |
Presentation |
第15週 |
12/21 |
Extended Theory of Markov Chain and Markov Process |
第16週 |
12/28 |
Random Walk model |
第17週 |
1/04 |
Continuous time continuous state |
第18週 |
1/11 |
Final Exam |