Bioinformatics:The Impact of Accurate Quantification on Proteomic and Genetic Analysis and Research

图书简介

This title includes a number of Open Access chapters. This book provides a valuable and informative overview of the field of bioinformatics and statistical methodology. The chapters show various approaches to bias correction and error estimation, as well as quantitative methods for genome and proteome analysis. The text covers RNA-Seq, microarrays, various genome-wide association studies, and proteomics. It demonstrates approaches to bias correction and error estimation and presents quantitative methods for genome and proteome analysis.

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Harvard Library

Yale University Library

Introduction. Part I: RNA-Seq. The Bench Scientist’s Guide to Statistical Analysis of RNA-Seq Data. Assembly of Non-Unique Insertion Content Using Next-Generation Sequencing. RSEM: Accurate Transcript Quantification from RNA-Seq Data With or Without a Reference Genome. Part II: Microarray. A Regression System for Estimation of Errors Introduced by Confocal Imaging into Gene Expression Data In Situ. SPACE: An Algorithm to Predict and Quantify Alternatively Spliced Isoforms Using Microarrays. Link-Based Quantitative Methods to Identify Differentially Coexpressed Genes and Gene Pairs. Dimension Reduction with Gene Expression Data Using Targeted Variable Importance Measurement. Part III: GWAS. Genome-Wide Association Study of Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis in Europe. Genotyping Common and Rare Variation Using Overlapping Pool Sequencing. Learning Genetic Epistasis Using Bayesian Network Scoring Criteria. Combined Analysis of Three Genome-Wide Association Studies on vWF and FVIII Plasma Levels. Part IV: Proteomics. Statistical Methods for Quantitative Mass Spectrometry Proteomic Experiments with Labeling. MRCQuant: An Accurate LC-MS Relative Isotopic Quantification Algorithm on TOF Instruments. Index.

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Bioinformatics:The Impact of Accurate Quantification on Proteomic and Genetic Analysis and Research 生物信息学：蛋白质生物学的精确定量和遗传分析与研究的影响 生物数学

Bioinformatics:The Impact of Accurate Quantification on Proteomic and Genetic Analysis and Research

生物信息学：蛋白质生物学的精确定量和遗传分析与研究的影响
生物数学