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As studies using microarray technology have evolved, so have the data analysis methods used to analyze these experiments. The CAMDA conference plays a role in this evolving field by providing a forum in which investors can analyze the same data sets using different methods. METHODS OF MICROARRAY DATA ANALYSIS IV is the fourth book in this series, and focuses on the important issue of associating array data with a survival endpoint. Previous books in this series focused on classification (Volume I), pattern recognition (Volume II), and quality control issues (Volume III). In this volume, four lung cancer data sets are the focus of analysis. We highlight three tutorial papers, including one to assist with a basic understanding of lung cancer, a review of survival analysis in the gene expression literature, and a paper on replication. In addition, 14 papers presented at the conference are included. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state-of-the-art of microarray data analysis. Jennifer Shoemaker is a faculty member in the Department of Biostatistics and Bioinformatics and the Director of the Bioinformatics Unit for the Cancer and Leukemia Group B Statistical Center, Duke University Medical Center. Simon Lin is a faculty member in the Department of Biostatistics and Bioinformatics and the Manager of the Duke Bioinformatics Shared Resource, Duke University Medical Center.

DNA microarrays --- Genetics --- Data processing --- DNA biochips --- Microarrays, DNA --- Biochips --- Immobilized nucleic acids --- Moleculaire biologie --- Human genetics. --- Oncology. --- Human Genetics. --- Cancer Research. --- Tumors --- Heredity, Human --- Human biology --- Physical anthropology --- Cancer research. --- Cancer research

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DNA microarrays. --- Puces à ADN --- DNA --- Biosensing Techniques. --- Immobilized nucleic acids. --- chemistry. --- Chemistry. --- Analytical biochemistry. --- Chemistry, inorganic. --- Chemistry, Organic. --- Chemistry, Physical organic. --- Biochemistry. --- Organic Chemistry. --- Inorganic Chemistry. --- Analytical Chemistry. --- Physical Chemistry. --- Biochemistry, general. --- DNA microarrays --- Immobilized nucleic acids --- Chemistry --- Biosensing Techniques --- Molecular Probe Techniques --- Natural Science Disciplines --- Nucleic Acids --- Nucleic Acids, Nucleotides, and Nucleosides --- Investigative Techniques --- Disciplines and Occupations --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Chemicals and Drugs --- Chemistry - General --- Animal Biochemistry --- Human Anatomy & Physiology --- Physical Sciences & Mathematics --- Health & Biological Sciences --- CHEMISTRY --- Puces à ADN --- EPUB-LIV-FT SPRINGER-B --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Natural Sciences --- Physical Sciences --- Discipline, Natural Science --- Disciplines, Natural Science --- Natural Science --- Natural Science Discipline --- Physical Science --- Science, Natural --- Science, Physical --- Sciences, Natural --- Sciences, Physical --- Molecular Probe Technic --- Molecular Probe Technics --- Molecular Probe Technique --- Technic, Molecular Probe --- Technics, Molecular Probe --- Technique, Molecular Probe --- Techniques, Molecular Probe --- Probe Technic, Molecular --- Probe Technics, Molecular --- Probe Technique, Molecular --- Probe Techniques, Molecular --- Biosensing Technics --- Bioprobes --- Biosensors --- Electrodes, Enzyme --- Bioprobe --- Biosensing Technic --- Biosensing Technique --- Biosensor --- Electrode, Enzyme --- Enzyme Electrode --- Enzyme Electrodes --- Technic, Biosensing --- Technics, Biosensing --- Technique, Biosensing --- Techniques, Biosensing --- ds-DNA --- DNA, Double-Stranded --- Deoxyribonucleic Acid --- DNA, Double Stranded --- Double-Stranded DNA --- ds DNA --- Acids, Nucleic --- Immobilized nucleotides --- Immobilized oligonucleotides --- DNA biochips --- Microarrays, DNA --- Biological chemistry --- Chemical composition of organisms --- Organisms --- Physiological chemistry --- Chemistry, Physical organic --- Organic chemistry --- Inorganic chemistry --- Analytic biochemistry --- Composition --- Analytical chemistry. --- Inorganic chemistry. --- Organic chemistry. --- Physical chemistry. --- Nucleic acids --- Biochips --- Biology --- Medical sciences --- Chemistry, Organic --- Chemistry, Physical and theoretical --- Biochemistry --- Chemistry, Analytic --- Inorganic compounds --- Bioanalytic chemistry --- Bioanalytical chemistry --- Analytical chemistry --- Chemistry, Theoretical --- Physical chemistry --- Theoretical chemistry --- Analysis, Chemical --- Analytic chemistry --- Chemical analysis