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- catalog alternative "A biologist's guide to analysis of DNA microarray data (Online) med".
- catalog alternative "Analysis of DAN microarray data".
- catalog contributor b12740056.
- catalog created "c2002.".
- catalog date "2002".
- catalog date "c2002.".
- catalog dateCopyrighted "c2002.".
- catalog description "Hybridization -- Affymetrix GeneChip Technology -- Spotted Arrays -- Serial Analysis of Gene Expression (SAGE) -- Example: Affymetrix vs. Spotted Arrays -- Overview of Data Analysis -- Basic Data Analysis -- Absolute Measurements -- Scaling -- Example: Linear and Nonlinear Scaling -- Detection of Outliers -- Fold Change -- Significance -- Nonparametric Tests -- Correction for Multiple Testing -- Example I: t-Test and ANOVA -- Example II: Number of Replicates -- Visualization by Reduction of Dimensionality -- Principal Component Analysis -- Example 1: PCA on Small Data Matrix -- Example 2: PCA on Real Data -- Cluster Analysis -- Hierarchical Clustering -- K-means Clustering -- Self-Organizing Maps -- Distance Measures -- Example: Comparison of Distance Measures -- Normalization -- Visualization of Clusters -- Example: Visualization of Gene Clusters in Bladder Cancer -- Beyond Cluster Analysis -- Function Prediction -- Discovery of Regulatory Elements in Promoter Regions -- Example 1: Discovery of Proteasomal Element -- Example 2: Rediscovery of Mlu Cell Cycle Box (MCB) -- Integration of data -- Reverse Engineering of Regulatory Networks -- The Time-Series Approach -- The Steady-State Approach -- Limitations of Network Modeling -- Example 1: Steady-State Model -- Example 2: Steady-State Model on Real Data -- Example 3: Steady-State Model on Real Data -- Example 4: Linear Time-Series Model -- Molecular Classifiers -- Classification Schemes -- Nearest Neighbor -- Neural Networks -- Support Vector Machine.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Mode of access: World Wide Web.".
- catalog extent "xiii, 125 p., [8] p. of plates :".
- catalog hasFormat "Also available in an electronic version.".
- catalog identifier "0471224901 (cloth : alk. paper)".
- catalog isFormatOf "Also available in an electronic version.".
- catalog issued "2002".
- catalog issued "c2002.".
- catalog language "eng".
- catalog publisher "New York : Wiley-Interscience,".
- catalog relation "Also available in an electronic version.".
- catalog requires "Mode of access: World Wide Web.".
- catalog subject "572.8/636 21".
- catalog subject "DNA microarrays.".
- catalog subject "Oligonucleotide Array Sequence Analysis.".
- catalog subject "QP624.5.D726 K68 2002".
- catalog tableOfContents "Hybridization -- Affymetrix GeneChip Technology -- Spotted Arrays -- Serial Analysis of Gene Expression (SAGE) -- Example: Affymetrix vs. Spotted Arrays -- Overview of Data Analysis -- Basic Data Analysis -- Absolute Measurements -- Scaling -- Example: Linear and Nonlinear Scaling -- Detection of Outliers -- Fold Change -- Significance -- Nonparametric Tests -- Correction for Multiple Testing -- Example I: t-Test and ANOVA -- Example II: Number of Replicates -- Visualization by Reduction of Dimensionality -- Principal Component Analysis -- Example 1: PCA on Small Data Matrix -- Example 2: PCA on Real Data -- Cluster Analysis -- Hierarchical Clustering -- K-means Clustering -- Self-Organizing Maps -- Distance Measures -- Example: Comparison of Distance Measures -- Normalization -- Visualization of Clusters -- Example: Visualization of Gene Clusters in Bladder Cancer -- Beyond Cluster Analysis -- Function Prediction -- Discovery of Regulatory Elements in Promoter Regions -- Example 1: Discovery of Proteasomal Element -- Example 2: Rediscovery of Mlu Cell Cycle Box (MCB) -- Integration of data -- Reverse Engineering of Regulatory Networks -- The Time-Series Approach -- The Steady-State Approach -- Limitations of Network Modeling -- Example 1: Steady-State Model -- Example 2: Steady-State Model on Real Data -- Example 3: Steady-State Model on Real Data -- Example 4: Linear Time-Series Model -- Molecular Classifiers -- Classification Schemes -- Nearest Neighbor -- Neural Networks -- Support Vector Machine.".
- catalog title "A biologist's guide to analysis of DNA microarray data / Steen Knudsen.".
- catalog title "Analysis of DAN microarray data".
- catalog type "Computer network resources. local".
- catalog type "Electronic books.".
- catalog type "text".