Statistical Methods in Bioinformatics

An Introduction

Authors:

ISBN: 978-1-4757-3249-8 (Print) 978-1-4757-3247-4 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xix

  2. No Access

    Chapter

    Pages 1-54

    Probability Theory (i): One Random Variable

  3. No Access

    Chapter

    Pages 55-104

    Probability Theory (ii): Many Random Variables

  4. No Access

    Chapter

    Pages 105-127

    Statistics (i): An Introduction to Statistical Inference

  5. No Access

    Chapter

    Pages 129-145

    Stochastic Processes (i): Poisson Processes and Markov Chains

  6. No Access

    Chapter

    Pages 147-180

    The Analysis of One DNA Sequence

  7. No Access

    Chapter

    Pages 181-217

    The Analysis of Multiple DNA or Protein Sequences

  8. No Access

    Chapter

    Pages 219-236

    Stochastic Processes (ii): Random Walks

  9. No Access

    Chapter

    Pages 237-267

    Statistics (ii): Classical Estimation and Hypothesis Testing

  10. No Access

    Chapter

    Pages 269-302

    BLAST

  11. No Access

    Chapter

    Pages 303-325

    Stochastic Processes (iii): Markov Chains

  12. No Access

    Chapter

    Pages 327-347

    Hidden Markov Models

  13. No Access

    Chapter

    Pages 349-363

    Computationally Intensive Methods

  14. No Access

    Chapter

    Pages 365-384

    Evolutionary Models

  15. No Access

    Chapter

    Pages 385-422

    Phylogenetic Tree Estimation

  16. Back Matter

    Pages 423-476