Presents statistical applications in genetic mapping, DNA/protein sequence alignment, and analysis of gene expression data from micro array experiments. This book covers basic molecular biology, likelihood-based statistics, physical mapping, linkage analysis, parametric and nonparametric linkage, hidden Markov models, and Bayesian approaches.