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SPIRES-BOOKS: FIND KEYWORD ANIMAL GENETICS AND GENOMICS *END*INIT* use /tmp/qspiwww.webspi1/31650.30 QRY . find keyword animal genetics and genomics ( in books using www Cover
Call number:SPRINGER-2005-9780387293622:ONLINE Show nearby items on shelf
Title:Bioinformatics and Computational Biology Solutions Using R and Bioconductor [electronic resource]
Author(s): Robert Gentleman
Vincent J Carey
Wolfgang Huber
Rafael A Irizarry
Sandrine Dudoit
Publisher:New York, NY : Springer New York
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. Bioconductor is rooted inthe open source statis tical computing environment R. This volume's coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including importation and preprocessing of high-throughput data frommicroarray, proteomic, and flow cytometry platfo rms curation and delivery of biological metadata for use in statistical modeling and interpretation statistical analysis of high-throughput data, including machine learning andvisualization, modeling and visualization of graphs and networks. The developer s of the software, who are in many cases leading academic researchers, jointly authored chapters. All methods are illustrated with publicly available data,and a major section of the book is devoted to exposition of fully worked case studies. This book is more than a static collection of descriptive text, figures, and code examples that were run by the authors to produce the text it is adynamic document. Code underlying all of the computations that are shown is made available on a companion website, and re aders can reproduce every number, figure, and table on their own computers. Robert Gentleman is Head of theProgram in Computational Biology at the Fred Hutchinson Cancer Research Center in Seattle. He is one of the two authors of the original R system and a leading member of the R core team. Vincent Carey is Associate Professor of Medicine(Biostatistics), Channing Laboratory, Brigham and Women's Hospital, Harvard Medical School. Gentleman and Carey are co-founders of the Bioconductor project. Wolfgang Hub er is Group Leader in the European Molecular Biology Laboratory atthe European Bioinformatics Institute in Cambridge. He has made influential contributions to the error modeling of microarray data. Raf
Note:Springer eBooks
Contents:Preprocessing data from genomic experiments
Preprocessing Overview
Preprocessing High
density Oligonucleotide Arrays
Quality Assessment of Affymetrix GeneChip Data
Preprocessing Two
Color Spotted Arrays
Based Assays
TOF Mass Spectrometry Protein Data
data: biological annotation and visualization
data Resources and Tools in Bioconductor
Querying On
line Resources
Interactive Outputs
Visualizing Data
Statistical analysis for genomic experiments
Analysis Overview
Distance Measures in DNA Microarray Data Analysis
Cluster Analysis of
Series:SpringerLink (Online service)
Series:Statistics for Biology and Health, 1431-8776
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Bioinformatics , Animal genetics
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Call number:SPRINGER-2002-9780387227641:ONLINE Show nearby items on shelf
Title:Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics
Author(s): Daniel Sorensen
Size:1 online resource (740 p.)
Contents:Review of Probability and Distribution Theory -- Uncertainty, Random Variables, and Probability Distributions -- Uncertainty about Functions of Random Variables -- Methods of Inference -- An Introduction to Likelihood Inference --
Further Topics in Likelihood Inference -- An Introduction to Bayesian Inference -- Bayesian Analysis of Linear Models -- The Prior Distribution and Bayesian Analysis -- Bayesian Assessment of Hypotheses and Models -- Approximate
Inference Via the EM Algorithm -- Markov Chain Monte Carlo Methods -- An Overview of Discrete Markov Chains -- Markov Chain Monte Carlo -- Implementation and Analysis of MCMC Samples -- Applications in Quantitative Genetics -- Gaussian
and Thick-Tailed Linear Models -- Threshold Models for Categorical Responses -- Bayesian Analysis of Longitudinal Data -- to Segregation and Quantitative Trait Loci Analysis
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Life sciences , Biochemistry , Plant genetics , Animal genetics , Statistics , Life Sciences , Biochemistry, general , Statistics for Life Sciences, Medicine, Health Sciences , Animal Genetics and Genomics , Plant Genetics & Genomics
Availability:Click here to see Library holdings or inquire at Circ Desk (x3401)
Click to reserve this book Be sure to include your ID please.
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