The course is intended to provide fundamental statistical concepts and tools relevant to the analysis of genetic data arising from linkage and association studies collected in gene mapping research. The students get acquainted with methods to identify genetic polymorphisms or single genes that contribute individually to disease status or quantitative traits in human and agricultural species.