Statistical Genomics : Methods and Protocols /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Mathé, Ewy. (Editor ), Davis, Sean. (Editor )
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Humana, 2016.
Edición:1st ed. 2016.
Colección:Methods in Molecular Biology, 1418
Materias:
Tabla de Contenidos:
  • Overview of Sequence Data Formats
  • Integrative Exploratory Analysis of Two or More Genomic Datasets
  • Study Design for Sequencing Studies
  • Genomic Annotation Resources in R/Bioconductor
  • The Gene Expression Omnibus Database
  • A Practical Guide to the Cancer Genome Atlas (TCGA)
  • Working with Oligonucleotide Arrays
  • Meta-Analysis in Gene Expression Studies
  • Practical Analysis of Genome Contact Interaction Experiments
  • Quantitative Comparison of Large-Scale DNA Enrichment Sequencing Data
  • Variant Calling From Next Generation Sequence Data
  • Genome-Scale Analysis of Cell-Specific Regulatory Codes Using Nuclear Enzymes
  • NGS-QC Generator: A Quality Control System for ChIP-seq and Related Deep Sequencing-Generated Datasets
  • Operating on Genomic Ranges Using BEDOPS
  • GMAP and GSNAP for Genomic Sequence Alignment: Enhancements to Speed, Accuracy, and Functionality
  • Visualizing Genomic Data using Gviz and Bioconductor
  • Introducing Machine Learning Concepts with WEKA
  • Experimental Design and Power Calculation for RNA-Seq Experiments
  • It’s DE-licious: A Recipe for Differential Expression Analyses of RNA-Seq Experiments Using Quasi-Likelihood Methods in EdgeR.