Statistical Bioinformatics in Medicine (HES795)
Lecture 3. Quality Control of High-Throughput Data
Lecture 4. Statistical Tests and Significance for Genomic Data
Lecure 5. Clustering Analysis (Unsupervised Learning)
Lecure 6. Classification Analysis (Supervised Learning)
References (Abstracts): Presentation Slides
Tu et al. (2002, PNAS) by Ankit Malhotra; Irizarry et al (2003, NAR) by Edison Choe; Zhou & Zhou (2005, Bioinformatics) by Xiaohua Jiang ; Lee et al (2003, Genome Biology) by Nolan Wages; Jain et al (2003, Bioinformatics) by Xin Zhou; Yang et al (2005, BBRC) by Tao Feng; Ray et al (2005, BMC Bioinf) by Doruk Akan; Beissbarth and Speed (2004, Bioinformatics) by Joshua Myers; Rhodes et al (2004, PNAS) by Alex Baras; Yanagisawa et al (2003, Proteomics) by Natali Yip; Szus et al (2000, Protein) by Nannan Li; Colinge et al (2005, Anal. Chem.) by Richa Rodola; Soukup et al (2005, Bioinformatics) by Youngsook Jeon; Ando et al (2002, Cancer Research) by Reza Seirafi; Golub et al (1999, Science) by Amanda Walters; Rhodes et al (2005, Nat. Biotech.) by Bryan Thorne; Clark et al (2000, Nature) by Chao Jiang; Ihmels et al (2002, Nat. Gen.) by Dane Dunson; Reinhard et al (2005, Bioinformatics) by Gang Zhi