Research Catalog

Statistical methods in bioinformatics : an introduction

Title
Statistical methods in bioinformatics : an introduction / Warren J. Ewens, Gregory R. Grant.
Author
Ewens, W. J. (Warren John), 1937-
Publication
New York : Springer, 2001.

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TextRequest in advance R858 .E986 2001Off-site

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Details

Additional Authors
Grant, Gregory R. (Gregory Robert), 1965-
Description
xix, 476 pages : illustrations; 24 cm.
Series Statement
Statistics for biology and health
Uniform Title
Statistics for biology and health.
Subject
  • Bioinformatics
  • Statistics
Bibliography (note)
  • Includes bibliographical references and index.
Contents
1. Probability Theory (i): One Random Variable -- 2. Probability Theory (ii): Many Random Variables -- 3. Statistics (i): An Introduction to Statistical Inference -- 4. Stochastic Processes (i): Poisson Processes and Markov Chains -- 5. The Analysis of One DNA Sequence -- 6. The Analysis of Multiple DNA or Protein Sequences -- 7. Stochastic Processes (ii): Random Walks -- 8. Statistics (ii): Classical Estimation and Hypothesis Testing -- 9. BLAST -- 10. Stochastic Processes (iii): Markov Chains -- 11. Hidden Markov Models -- 12. Computationally Intensive Methods -- 13. Evolutionary Models -- 14. Phylogenetic Tree Estimation -- C. Computational Aspects of the Binomial and Generalized Geometric Distribution Functions -- D. BLAST: Sums of Normalized Scores.
ISBN
0387952292 (alk. paper)
LCCN
00067923
OCLC
  • 45603972
  • ocm45603972
  • SCSB-8854298
Owning Institutions
Columbia University Libraries