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Handbook of Statistical Bioinformatics

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Cover of 'Handbook of Statistical Bioinformatics'

Table of Contents

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    Book Overview
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    Chapter 1 Accuracy Assessment of Consensus Sequence from Shotgun Sequencing
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    Chapter 2 Statistical and Computational Studies on Alternative Splicing
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    Chapter 3 Statistical Learning and Modeling of TF-DNA Binding
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    Chapter 4 Computational Promoter Prediction in a Vertebrate Genome
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    Chapter 5 Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders
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    Chapter 6 STORMSeq: A Method for Ranking Regulatory Sequences by Integrating Experimental Datasets with Diverse Computational Predictions
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    Chapter 7 Mixture Tree Construction and Its Applications
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    Chapter 8 Experimental Designs and ANOVA for Microarray Data
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    Chapter 9 The MicroArray Quality Control (MAQC) Project and Cross-Platform Analysis of Microarray Data
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    Chapter 10 A Survey of Classification Techniques for Microarray Data Analysis
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    Chapter 11 Statistical Analysis of Single Nucleotide Polymorphism Microarrays in Cancer Studies
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    Chapter 12 Computational Analysis of ChIP-chip Data
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    Chapter 13 eQTL Mapping for Functional Classes of Saccharomyces cerevisiae Genes with Multivariate Sparse Partial Least Squares Regression
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    Chapter 14 Statistical Analysis of Time Course Microarray Data
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    Chapter 15 Kernel Methods in Bioinformatics
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    Chapter 16 Graph Classification Methods in Chemoinformatics
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    Chapter 17 Hidden Markov Random Field Models for Network-Based Analysis of Genomic Data
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    Chapter 18 Review of Weighted Gene Coexpression Network Analysis
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    Chapter 19 Liquid Association and Related Ideas in Quantifying Changes in Correlation
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    Chapter 20 Boolean Networks
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    Chapter 21 Protein Interaction Networks: Protein Domain Interaction and Protein Function Prediction
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    Chapter 22 Reverse Engineering of Gene Regulation Networks with an Application to the DREAM4 in silico Network Challenge
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    Chapter 23 Inferring Signaling and Gene Regulatory Network from Genetic and Genomic Information
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    Chapter 24 Computational Drug Target Pathway Discovery: A Bayesian Network Approach
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    Chapter 25 Cancer Systems Biology
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    Chapter 26 Comparative Genomics
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    Chapter 27 Robust Control of Immune Systems Under Noises: Stochastic Game Approach
Overall attention for this book and its chapters
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Citations

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Title
Handbook of Statistical Bioinformatics
Published by
Springer Berlin Heidelberg, May 2011
DOI 10.1007/978-3-642-16345-6
ISBNs
978-3-64-216344-9, 978-3-64-216345-6
Editors

Lu, Henry Horng-Shing, Schölkopf, Bernhard, Zhao, Hongyu

Twitter Demographics

The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 182 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 6 3%
United Kingdom 3 2%
Germany 2 1%
Canada 1 <1%
Bulgaria 1 <1%
Sri Lanka 1 <1%
Portugal 1 <1%
Unknown 167 92%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 54 30%
Researcher 36 20%
Student > Master 23 13%
Student > Bachelor 12 7%
Student > Doctoral Student 10 5%
Other 34 19%
Unknown 13 7%
Readers by discipline Count As %
Agricultural and Biological Sciences 60 33%
Computer Science 29 16%
Biochemistry, Genetics and Molecular Biology 19 10%
Business, Management and Accounting 15 8%
Engineering 11 6%
Other 27 15%
Unknown 21 12%