TY - BOOK AU - Ewens,W.J. AU - Grant,Gregory R. TI - Statistical methods in bioinformatics: an introduction T2 - Statistics for biology and health SN - 9780387400822 AV - QH324.2 .E97 2005 U1 - 572.8/0285 22 PY - 2005/// CY - New York PB - Springer KW - Bioinformatics KW - Statistical methods KW - Computational biology KW - Statistics N1 - Includes bibliographical references (pages [561]-580) and index; Probability theory (i): one random variable -- Probability theory (ii): many random variables -- Statistics (i): an introduction to statistical inference -- Stochastic processes (i): poisson processes and markov chains -- The analysis of one DNA sequence -- The Analysis of multiple DNA or protein sequences -- Stochastic processes (ii): random walks -- Statistics (ii): classical estimation theory -- Statistics (iii): classical hypothesis testing theory -- Blast -- Stochastic processes (iii): markov chains -- Hidden markov models -- Gene experession, microarrays, and multiple testing -- Evolutionary models -- Phylogenetic tree estimation ER -