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Statistical Methods in Bioinformatics : An Introduction

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Cover of 'Statistical Methods in Bioinformatics : An Introduction'

Table of Contents

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    Book Overview
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    Chapter 1 Probability Theory (i): One Random Variable
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    Chapter 2 Probability Theory (ii): Many Random Variables
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    Chapter 3 Statistics (i): An Introduction to Statistical Inference
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    Chapter 4 Stochastic Processes (i): Poisson Processes and Markov Chains
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    Chapter 5 The Analysis of One DNA Sequence
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    Chapter 6 The Analysis of Multiple DNA or Protein Sequences
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    Chapter 7 Stochastic Processes (ii): Random Walks
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    Chapter 8 Statistics (ii): Classical Estimation and Hypothesis Testing
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    Chapter 9 BLAST
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    Chapter 10 Stochastic Processes (iii): Markov Chains
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    Chapter 11 Hidden Markov Models
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    Chapter 12 Computationally Intensive Methods
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    Chapter 13 Evolutionary Models
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    Chapter 14 Phylogenetic Tree Estimation
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