2002

Computational and Statistical Approaches to Genomics

Editors:

ISBN: 978-1-4020-7023-5 (Print) 978-0-306-47825-3 (Online)

Table of contents (17 chapters)

  1. No Access

    Book Chapter

    Pages 1-21

    Microarray Image Analysis and Gene Expression Ratio Statistics

  2. No Access

    Book Chapter

    Pages 23-39

    Statistical Considerations in the Assessment of cDNA Microarray Data Obtained Using Amplification

  3. No Access

    Book Chapter

    Pages 41-51

    Sources of Variation in Microarray Experiments

  4. No Access

    Book Chapter

    Pages 53-64

    Studentizing Microarray Data

  5. No Access

    Book Chapter

    Pages 65-78

    Exploratory Clustering of Gene Expression Profiles of Mutated Yeast Strains

  6. No Access

    Book Chapter

    Pages 79-91

    Selecting Informative Genes for Cancer Classification Using Gene Expression Data

  7. No Access

    Book Chapter

    Pages 93-111

    Design Issues and Comparison of Methods for Microarray-Based Classification

  8. No Access

    Book Chapter

    Pages 113-124

    Analyzing Protein Sequences Using Signal Analysis Techniques

  9. No Access

    Book Chapter

    Pages 125-171

    Statistics of the Numbers of Transcripts and Protein Sequences Encoded in the Genome

  10. No Access

    Book Chapter

    Pages 173-189

    Normalized Maximum Likelihood Models for Boolean Regression with Application to Prediction and Classification in Genomics

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    Book Chapter

    Pages 197-210

    Inference of Genetic Regulatory Networks Via Best-Fit Extensions

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    Book Chapter

    Pages 211-226

    Regularization and Noise Injection for Improving Genetic Network Models

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    Book Chapter

    Pages 227-240

    Parallel Computation and Visualization Tools for Codetermination Analysis of Multivariate Gene Expression Relations

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    Book Chapter

    Pages 241-256

    Human Glioma Diagnosis from Gene Expression Data

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    Book Chapter

    Pages 257-275

    Application of DNA Microarray Technology to Clinical Biopsies of Breast Cancer

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    Book Chapter

    Pages 277-297

    Alternative Splicing: Genetic Complexity in Cancer

  17. No Access

    Book Chapter

    Pages 299-323

    Single-Nucleotide Polymorphisms, DNA Repair, and Cancer