Meta-analysis and Combining Information in Genetics and Genomics

ISBN: 9781584885221 出版年：2016 页码：354 Guerra, Rudy Goldstein, Darlene R CRC Press

Introductory Material A brief introduction to meta-analysis, genetics, and genomics Darlene R. Goldstein and Rudy Guerra Similar Data Types I: Genotype Data Combining information across genome-wide linkage scans Carol J. Etzel and Tracy J. Costello Genome search meta-analysis (GSMA): a nonparametric method for meta-analysis of genome-wide linkage studies Cathryn M. Lewis Heterogeneity in meta-analysis of quantitative trait linkage studies Hans C. van Houwelingen and Jeremie J.P. Lebrec An empirical Bayesian framework for QTL genome-wide scans Kui Zhang, Howard Wiener, T. Mark Beasley, Christopher I. Amos, and David B. Allison Similar Data Types II: Gene Expression Data Composite hypothesis testing: an approach built on intersection-union tests and Bayesian posterior probabilities Stephen Erickson, Kyoungmi Kim, and David B. Allison Frequentist and Bayesian error pooling methods for enhancing statistical power in small sample microarray data analysis Jae K. Lee, Hyung Jun Cho, and Michael O'Connell Significance testing for small microarray experiments Charles Kooperberg, Aaron Aragaki, Charles C. Carey, and Suzannah Rutherford Comparison of meta-analysis to combined analysis of a replicated microarray study Darlene R. Goldstein, Mauro Delorenzi, Ruth Luthi-Carter, and Thierry Sengstag Alternative probe set definitions for combining microarray data across studies using different versions of Affymetrix oligonucleotide arrays Jeffrey S. Morris, Chunlei Wu, Kevin R. Coombes, Keith A. Baggerly, Jing Wang, and Li Zhang Gene ontology-based meta-analysis of genome-scale experiments Chad A. Shaw Combining Different Data Types Combining genomic data in human studies Debashis Ghosh, Daniel Rhodes, and Arul Chinnaiyan An overview of statistical approaches for expression trait loci mapping Christina Kendziorski and Meng Chen Incorporating GO annotation information in expression trait loci mapping J. Blair Christian and Rudy Guerra A misclassification model for inferring transcriptional regulatory networks Ning Sun and Hongyu Zhao Data integration for the study of protein interactions Fengzhu Sun, Ting Chen, Minghua Deng, Hyunju Lee, and Zhidong Tu Gene trees, species trees, and species networks Luay Nakhleh, Derek Ruths, and Hideki Innan References Index