University of Virginia

Statistical Bioinformatics Group

University of Virginia, Charlottesville, VA
Home
Research
Teaching
People
Publications
Software
Presentation
Opportunities
Collaborator
Contact Us 
welcome

Statistical Bioinformatics in Medicine (Fall 2005)

Course syllabus, Fall 2005

Lecture 1. Introduction

Lecture 2. Probability

Lecture 3. Quality Control of High-Throughput Data

Lecture 4. Statistical Tests and Significance for Genomic Data

Lecture 5. Clustering Analysis (Unsupervised Learning)

Lecture 6. Classification Analysis (Supervised Learning)

Class R Code

References (Abstracts):
Paper Presenter
Tu et al. (2002, PNAS) Ankit Malhotra
Irizarry et al (2003, NAR) Edison Choe
Zhou & Zhou (2005, Bioinformatics) Xiaohua Jiang
Lee et al (2003, Genome Biology) Nolan Wages
Jain et al (2003, Bioinformatics) Xin Zhou
Yang et al (2005, BBRC) Tao Feng
Ray et al (2005, BMC Bioinf) Doruk Akan
Beissbarth and Speed (2004, Bioinformatics) Joshua Myers
Rhodes et al (2004, PNAS) Alex Baras
Yanagisawa et al (2003, Proteomics) Natali Yip
Szus et al (2000, Protein) Nannan Li
Colinge et al (2005, Anal. Chem.) Richa Rodola
Soukup et al (2005, Bioinformatics) Youngsook Jeon
Ando et al (2002, Cancer Research) Reza Seirafi
Golub et al (1999, Science) Amanda Walters
Rhodes et al (2005, Nat. Biotech.) Bryan Thorne
Clark et al (2000, Nature) Chao Jiang
Ihmels et al (2002, Nat. Gen.) Dane Dunson
Reinhard et al (2005, Bioinformatics) Gang Zhi