BIOST 2078
Introductory high-throughput genomic data analysis II: theories and algorithms
Fall 2012
Lecturer: George Tseng and Yan Lin
TA: Lunching Chang

Lecture Slides
08/29, 8/31, 9/12 dimension reduction

09/05 hypotehsis testing, permutation

09/07 DE analysis, BH_proof

9/14, 9/19, 9/21, 9/26, 10/10 supervised machine learning I, supervised machine learning II

9/28, 10/3, 10/5 lecture note, slides I, slides II, slides III

10/12, 10/17, 10/19 regularization and sparse methods
10/24, 10/26, 10/31, 11/2 genomic meta-analysis

11/7 pathway analysis

11/9, 11/14, 11/16 graphic models, hidden Markov model, Bayesian network

11/30 biological network analysis

12/5 dynamic programming and biological sequence analysis

12/7 missing value imputation