Diagnostics - Supplemental material

Lecture slides

Tutorials:

• Bootstrap.
• Cross validation: tuturial slides by Andrey Moore.
• ROC plots - tutorial notes.

Applications in Computational Biology:

• Cross validation: Eran Halperin, Gad Kimmel and Ron Shamir. Tag SNP selection in genotype data for maximizing SNP prediction accuracy. Bioinformatics 21(1): 195-203, 2005.
• Bootstrap: K. Zhang, P. Calabrese, M. Nordborg and F. Sun. Haplotype block structure and its applications to association studies power and study designs. Am. J. Hum. Genet. 71: 1386--1394, 2002.