2006

Computational and Statistical Approaches to Genomics

Editors:

ISBN: 978-0-387-26287-1 (Print) 978-0-387-26288-8 (Online)

Table of contents (18 chapters)

  1. No Access

    Book Chapter

    Pages 1-19

    Microarray Image Analysis and Gene Expression Ratio Statistics

  2. No Access

    Book Chapter

    Pages 21-36

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

  3. No Access

    Book Chapter

    Pages 37-47

    Sources of Variation in Microarray Experiments

  4. No Access

    Book Chapter

    Pages 49-59

    Studentizing Microarray Data

  5. No Access

    Book Chapter

    Pages 61-74

    Exploratory Clustering of Gene Expression Profiles of Mutated Yeast Strains

  6. No Access

    Book Chapter

    Pages 75-88

    Selecting Informative Genes for Cancer Classification Using Gene Expression Data

  7. No Access

    Book Chapter

    Pages 89-118

    Finding Functional Structures in Ggioma Gene-Expressions Using Gene Shaving Clustering and MDL Principle

  8. No Access

    Book Chapter

    Pages 119-136

    Design Issues and Comparison of Methods for Microarray-Based Classification

  9. No Access

    Book Chapter

    Pages 137-161

    Analyzing Protein Sequences Using Signal Analysis Techniques

  10. No Access

    Book Chapter

    Pages 163-208

    Scale-Dependent Statistics of the Numbers of Transcripts and Protein Sequences Encoded in the Genome

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    Book Chapter

    Pages 209-233

    Statistical Methods in Serial Analysis of Gene Expression (Sage)

  12. No Access

    Book Chapter

    Pages 235-258

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

  13. No Access

    Book Chapter

    Pages 259-278

    Inference of Genetic Regulatory Networks via Best-Fit Extensions

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    Book Chapter

    Pages 279-295

    Regularization and Noise Injection for Improving Genetic Network Models

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    Book Chapter

    Pages 297-310

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

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    Book Chapter

    Pages 311-349

    Single Nucleotide Polymorphisms and Their Applications

  17. No Access

    Book Chapter

    Pages 351-380

    The Contribution of Alternative Transcription and Alternative Splicing to the Complexity of Mammalian Transcriptomes

  18. No Access

    Book Chapter

    Pages 381-403

    Computational Imaging, and Statistical Analysis of Tissue Microarrays: Quantitative Automated Analysis of Tissue Microarrays