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

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

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 214 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 1%
Germany 2 <1%
Portugal 1 <1%
Bulgaria 1 <1%
Sri Lanka 1 <1%
Canada 1 <1%
Unknown 199 93%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 58 27%
Researcher 38 18%
Student > Master 25 12%
Student > Bachelor 15 7%
Student > Doctoral Student 14 7%
Other 38 18%
Unknown 26 12%
Readers by discipline Count As %
Agricultural and Biological Sciences 58 27%
Computer Science 31 14%
Biochemistry, Genetics and Molecular Biology 27 13%
Business, Management and Accounting 18 8%
Engineering 10 5%
Other 34 16%
Unknown 36 17%