Research Catalog

Title

Computational and statistical approaches to genomics / edited by Wei Zhang and Ilya Shmulevich.

Publication

Norwell, MA : Kluwer Academic Publishers, c2002.

Items in the Library & Off-site

Details

Additional Authors

• Shmulevich, Ilya, 1969-
• Zhang, Wei, 1963-

Description

xiv, 329 p. : ill. (some col.); 23 cm.

Subject

• DNA microarrays
• Electronic Data Processing
• Genetics > Data processing
• Genetics > Mathematical models
• Genetics > Statistical methods
• Genetics
• Models, Theoretical
• Oligonucleotide Array Sequence Analysis

Bibliography (note)

• Includes bibliographical references and index.

Contents

• 1. Microarray Image Analysis and Gene Expression Ratio Statistics / Yidong Chen, Edward R. Dougherty and Michael L. Bittner / [et al.] -- 2. Statistical Considerations in the Assessment of cDNA Microarray Data Obtained Using Amplification / Jing Wang, Kevin R. Coombes and Keith Baggerly / [et al.] -- 3. Sources of Variation in Microarray Experiments / M. Kathleen Kerr, Edward H. Leiter and Laurent Picard / [et al.] -- 4. Studentizing Microarray Data / Keith A. Baggerly, Kevin R. Coombes and Kenneth R. Hess / [et al.] -- 5. Exploratory Clustering of Gene Expression Profiles of Mutated Yeast Strains / Merja Oja, Janne Nikkila and Petri Toronen / [et al.] -- 6. Selecting Informative Genes for Cancer Classification Using Gene Expression Data / Tatsuya Akutsu and Satoru Miyano -- 7. Design Issues and Comparison of Methods for Microarray-based Classification / Edward R. Dougherty and Sanju N. Attoor --
• 8. Analyzing Protein Sequences using Signal Analysis Techniques / Karen M. Bloch and Gonzalo R. Arce -- 9. Statistics of the Numbers of Transcripts and Protein Sequences Encoded in the Genome / Vladimir A. Kuznetsov -- 10. Normalized Maximum Likelihood Models for Boolean Regression Used for Prediction and Classification in Genomics / Ioan Tabus, Jorma Rissanen and Jaakko Astola -- 11. Inference of Genetic Regulatory Networks via Best-Fit Extensions / Ilya Shmulevich, Antti Saarinen and Olli Yli-Harja / [et al.] -- 12. Regularization and Noise Injection for Improving Genetic Network Models / Eugene van Someren, Lodewyk Wessels and Marcel Reinders / [et al.] -- 13. Parallel Computation and Visualization Tools for Codetermination Analysis of Multivariate Gene-Expression Relations / Edward B. Suh, Edward R. Dougherty and Seungchan Kim / [et al.] -- 14. Human Glioma Diagnosis from Gene Expression Data / Gregory N. Fuller, Kenneth R. Hess and Cristian Mircean / [et al.] --
• 15. Application of DNA Microarray Technology to Clinical Biopsies of Breast Cancer / Lajos Pusztai, W. Fraser Symmans and Thomas A. Buchholz / [et al.] -- 16. Alternative Splicing: Genetic Complexity in Cancer / Sonya W. Song, Gilbert J. Cote and Chunlei Wu / [et al.] -- 17. Single-Nucleotide Polymorphisms, DNA Repair, and Cancer / Qingyi Wei, Erich M. Sturgis and Margaret R. Spitz / [et al.].

ISBN

1402070233 (alk. paper)

LCCN

2002023676

Owning Institutions

Columbia University Libraries