Ebook189 pages5 hours
Bayesian Analysis of Gene Expression Data
Rating: 0 out of 5 stars
()
About this ebook
The field of high-throughput genetic experimentation is evolving rapidly, with the advent of new technologies and new venues for data mining. Bayesian methods play a role central to the future of data and knowledge integration in the field of Bioinformatics. This book is devoted exclusively to Bayesian methods of analysis for applications to high-throughput gene expression data, exploring the relevant methods that are changing Bioinformatics. Case studies, illustrating Bayesian analyses of public gene expression data, provide the backdrop for students to develop analytical skills, while the more experienced readers will find the review of advanced methods challenging and attainable.
This book:
- Introduces the fundamentals in Bayesian methods of analysis for applications to high-throughput gene expression data.
- Provides an extensive review of Bayesian analysis and advanced topics for Bioinformatics, including examples that extensively detail the necessary applications.
- Accompanied by website featuring datasets, exercises and solutions.
Bayesian Analysis of Gene Expression Data offers a unique introduction to both Bayesian analysis and gene expression, aimed at graduate students in Statistics, Biomedical Engineers, Computer Scientists, Biostatisticians, Statistical Geneticists, Computational Biologists, applied Mathematicians and Medical consultants working in genomics. Bioinformatics researchers from many fields will find much value in this book.
Related to Bayesian Analysis of Gene Expression Data
Titles in the series (57)
Statistical Methods in e-Commerce Research Rating: 5 out of 5 stars5/5Statistical Analysis of Cost-Effectiveness Data Rating: 3 out of 5 stars3/5Missing Data in Clinical Studies Rating: 0 out of 5 stars0 ratingsUsing Statistical Methods for Water Quality Management: Issues, Problems and Solutions Rating: 0 out of 5 stars0 ratingsIntroduction to Distribution Logistics Rating: 0 out of 5 stars0 ratingsBioequivalence Studies in Drug Development: Methods and Applications Rating: 0 out of 5 stars0 ratingsAn Introduction to Optimal Designs for Social and Biomedical Research Rating: 0 out of 5 stars0 ratingsFinancial Surveillance Rating: 0 out of 5 stars0 ratingsStatistical Methods for Groundwater Monitoring Rating: 0 out of 5 stars0 ratingsUnderstanding Biostatistics Rating: 0 out of 5 stars0 ratingsStatistical Issues in Drug Development Rating: 0 out of 5 stars0 ratingsCompeting Risks: A Practical Perspective Rating: 0 out of 5 stars0 ratingsA Practical Guide to Cluster Randomised Trials in Health Services Research Rating: 0 out of 5 stars0 ratingsSelection Bias and Covariate Imbalances in Randomized Clinical Trials Rating: 0 out of 5 stars0 ratingsBayesian Networks: A Practical Guide to Applications Rating: 3 out of 5 stars3/5Uncertainty Modeling in Dose Response: Bench Testing Environmental Toxicity Rating: 0 out of 5 stars0 ratingsStatistical Analysis and Modelling of Spatial Point Patterns Rating: 0 out of 5 stars0 ratingsMaximum Likelihood Estimation and Inference: With Examples in R, SAS and ADMB Rating: 4 out of 5 stars4/5Data Analysis in Forensic Science: A Bayesian Decision Perspective Rating: 0 out of 5 stars0 ratingsModeling Online Auctions Rating: 0 out of 5 stars0 ratingsStatistical Framework for Recreational Water Quality Criteria and Monitoring Rating: 0 out of 5 stars0 ratingsBayesian Analysis of Gene Expression Data Rating: 0 out of 5 stars0 ratingsStatistical Practice in Business and Industry Rating: 0 out of 5 stars0 ratingsSpatial Analysis Along Networks: Statistical and Computational Methods Rating: 0 out of 5 stars0 ratingsBinary Data Analysis of Randomized Clinical Trials with Noncompliance Rating: 0 out of 5 stars0 ratingsComparing Clinical Measurement Methods: A Practical Guide Rating: 0 out of 5 stars0 ratingsStatistical DNA Forensics: Theory, Methods and Computation Rating: 0 out of 5 stars0 ratingsQuality of Life Outcomes in Clinical Trials and Health-Care Evaluation: A Practical Guide to Analysis and Interpretation Rating: 0 out of 5 stars0 ratingsRisk Assessment: Theory, Methods, and Applications Rating: 5 out of 5 stars5/5Bayesian Biostatistics Rating: 0 out of 5 stars0 ratings
Related ebooks
Bayesian Statistics and Marketing Rating: 4 out of 5 stars4/5Structural Equation Modeling: A Bayesian Approach Rating: 0 out of 5 stars0 ratingsBayesian Analysis for the Social Sciences Rating: 4 out of 5 stars4/5Subjective and Objective Bayesian Statistics: Principles, Models, and Applications Rating: 0 out of 5 stars0 ratingsBayesian Statistical Modelling Rating: 2 out of 5 stars2/5Analyzing Microarray Gene Expression Data Rating: 5 out of 5 stars5/5Models for Ecological Data: An Introduction Rating: 0 out of 5 stars0 ratingsContemporary Bayesian Econometrics and Statistics Rating: 0 out of 5 stars0 ratingsData Mining for Genomics and Proteomics: Analysis of Gene and Protein Expression Data Rating: 0 out of 5 stars0 ratingsBioinformatics for Geneticists: A Bioinformatics Primer for the Analysis of Genetic Data Rating: 4 out of 5 stars4/5Bayesian Approaches to Clinical Trials and Health-Care Evaluation Rating: 0 out of 5 stars0 ratingsBayesian Models for Categorical Data Rating: 4 out of 5 stars4/5Contemporary Bayesian and Frequentist Statistical Research Methods for Natural Resource Scientists Rating: 0 out of 5 stars0 ratingsMicroarray Quality Control Rating: 0 out of 5 stars0 ratingsGenomics: Essential Methods Rating: 0 out of 5 stars0 ratingsThe Principles of Experimental Research Rating: 0 out of 5 stars0 ratingsLigand-Binding Assays: Development, Validation, and Implementation in the Drug Development Arena Rating: 0 out of 5 stars0 ratingsGuide to Analysis of DNA Microarray Data Rating: 4 out of 5 stars4/5Intelligent Bioinformatics: The Application of Artificial Intelligence Techniques to Bioinformatics Problems Rating: 3 out of 5 stars3/5Introductory Biostatistics for the Health Sciences: Modern Applications Including Bootstrap Rating: 3 out of 5 stars3/5A Biologist's Guide to Analysis of DNA Microarray Data Rating: 0 out of 5 stars0 ratingsMicroarray Technology in Practice Rating: 0 out of 5 stars0 ratingsThe Mathematics of Banking and Finance Rating: 0 out of 5 stars0 ratingsPractical Genetic Algorithms Rating: 5 out of 5 stars5/5Applied Data Mining: Statistical Methods for Business and Industry Rating: 0 out of 5 stars0 ratingsBayesian Inference: With Ecological Applications Rating: 1 out of 5 stars1/5Actuarial Modelling of Claim Counts: Risk Classification, Credibility and Bonus-Malus Systems Rating: 0 out of 5 stars0 ratingsDisease Mapping with WinBUGS and MLwiN Rating: 0 out of 5 stars0 ratingsBasic Statistics: A Primer for the Biomedical Sciences Rating: 0 out of 5 stars0 ratings
Mathematics For You
Real Estate by the Numbers: A Complete Reference Guide to Deal Analysis Rating: 0 out of 5 stars0 ratingsThe Little Book of Mathematical Principles, Theories & Things Rating: 3 out of 5 stars3/5Basic Math & Pre-Algebra For Dummies Rating: 4 out of 5 stars4/5My Best Mathematical and Logic Puzzles Rating: 5 out of 5 stars5/5Quantum Physics for Beginners Rating: 4 out of 5 stars4/5Mental Math Secrets - How To Be a Human Calculator Rating: 5 out of 5 stars5/5The Thirteen Books of the Elements, Vol. 1 Rating: 0 out of 5 stars0 ratingsIntroducing Game Theory: A Graphic Guide Rating: 4 out of 5 stars4/5Algebra - The Very Basics Rating: 5 out of 5 stars5/5Standard Deviations: Flawed Assumptions, Tortured Data, and Other Ways to Lie with Statistics Rating: 4 out of 5 stars4/5Geometry For Dummies Rating: 5 out of 5 stars5/5The Everything Guide to Algebra: A Step-by-Step Guide to the Basics of Algebra - in Plain English! Rating: 4 out of 5 stars4/5Calculus Made Easy Rating: 4 out of 5 stars4/5Game Theory: A Simple Introduction Rating: 4 out of 5 stars4/5A Mind for Numbers | Summary Rating: 4 out of 5 stars4/5Algebra I For Dummies Rating: 4 out of 5 stars4/5Limitless Mind: Learn, Lead, and Live Without Barriers Rating: 4 out of 5 stars4/5Relativity: The special and the general theory Rating: 5 out of 5 stars5/5Flatland Rating: 4 out of 5 stars4/5Linear Algebra For Dummies Rating: 3 out of 5 stars3/5The Golden Ratio: The Divine Beauty of Mathematics Rating: 5 out of 5 stars5/5Algebra I Workbook For Dummies Rating: 3 out of 5 stars3/5The Math of Life and Death: 7 Mathematical Principles That Shape Our Lives Rating: 4 out of 5 stars4/5Is God a Mathematician? Rating: 4 out of 5 stars4/5The Math Book: From Pythagoras to the 57th Dimension, 250 Milestones in the History of Mathematics Rating: 3 out of 5 stars3/5See Ya Later Calculator: Simple Math Tricks You Can Do in Your Head Rating: 4 out of 5 stars4/5
Reviews for Bayesian Analysis of Gene Expression Data
Rating: 0 out of 5 stars
0 ratings
0 ratings0 reviews
Book preview
Bayesian Analysis of Gene Expression Data - Bani K. Mallick
Enjoying the preview?
Page 1 of 1