課程概述 |
Advanced Statistical Methods in Bioinformatics (S2)
Dr. Grace S. Shieh (gshieh@stat.sinica.edu.tw)
Place: the Institute of Information Science, Academia Sinica.
Time: Thursday 9:00-12:00
Outline: Introduction to very useful and advanced statistical methods in computational biology. The topics include: Analysis of next generation sequencing (NGS) Data (e.g., RNA-Seq and ChIP-Seq), maximum likelihood estimation, the EM algorithm, Bayesian inference, Monte Carlo methods, Resampling (Bootstrap & permutation test), Human Genetics, clustering and classification, dimension-reduction and missing data.
Textbook: N/A
Reference book: papers will be given by instructors
Lecturers: Hsuan-Yu Chen, Yen-Tsung Huang, Grace S. Shieh, Han-Ming Wu, Hsin-Chou Yang, Shinsheng Yuan
TA: N/A (Please refers to the lectures respectively shall you have any questions of each class)
E-mail:
Office hours: N/A
Grades: Midterm exam 50%. Final exam 50%. |