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Statistical methods in bioinformatics : an introduction /

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Bibliographic Details
Main Author: Ewens, W. J. (Warren John), 1937-
Other Authors: Grant, Gregory R. (Gregory Robert), 1965-
Format: Book
Language:English
Published: New York : Springer, [2005]
Edition:Second edition.
Series:Statistics for biology and health.
Subjects:
Medical Informatics.
Computational Biology.
Statistics.
Table of Contents:
  • Probability theory : one random variable
  • Probability theory : many random variables
  • Statistics : an introduction to statistical inference
  • Stochastic processes : Poisson processes and Markov chains
  • The analysis of one DNA sequence
  • The analysis of multiple DNA of protein sequences
  • Stochastic processes : random walks
  • Statistics : classical estimation and hypothesis testing
  • BLAST
  • Stochastic processes : Markov chains
  • Hidden Markov models
  • Gene expression, microarrays, and multiple testing
  • Evolutionary models
  • Phylogenetic tree estimation