Statistical Methods in Bioinformatics

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 Expression Microarrays and Multiple Testing. - Evolutionary Models. - Phylogenetic Tree Estimation. Language: English