Lu, Henry Horng-Shing

Handbook of Statistical Bioinformatics

Lu, Henry Horng-Shing - Handbook of Statistical Bioinformatics, ebook


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ISBN: 9783642163456
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Table of contents

1. Accuracy Assessment of Consensus Sequence from Shotgun Sequencing
Lei M. Li

2. Statistical and Computational Studies on Alternative Splicing
Liang Chen

3. Statistical Learning and Modeling of TF-DNA Binding
Bo Jiang, Jun S. Liu

4. Computational Promoter Prediction in a Vertebrate Genome
Michael Q. Zhang

5. Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders
Tian Zheng, Herman Chernoff, Inchi Hu, Iuliana Ionita-Laza, Shaw-Hwa Lo

6. STORMSeq: A Method for Ranking Regulatory Sequences by Integrating Experimental Datasets with Diverse Computational Predictions
Jim C. Huang, Brendan J. Frey

7. Mixture Tree Construction and Its Applications
Grace S. C. Chen, Mingze Li, Michael Rosenberg, Bruce Lindsay

8. Experimental Designs and ANOVA for Microarray Data
Richard E. Kennedy, Xiangqin Cui

9. The MicroArray Quality Control (MAQC) Project and Cross-Platform Analysis of Microarray Data
Zhining Wen, Zhenqiang Su, Jie Liu, Baitang Ning, Lei Guo, Weida Tong, Leming Shi

10. A Survey of Classification Techniques for Microarray Data Analysis
Wai-Ki Yip, Samir B. Amin, Cheng Li

11. Statistical Analysis of Single Nucleotide Polymorphism Microarrays in Cancer Studies
Pierre Neuvial, Henrik Bengtsson, Terence P. Speed

12. Computational Analysis of ChIP-chip Data
Hongkai Ji

13. eQTL Mapping for Functional Classes of Saccharomyces cerevisiae Genes with Multivariate Sparse Partial Least Squares Regression
Dongjun Chung, Sündüz Keleş

14. Statistical Analysis of Time Course Microarray Data
Lingyan Ruan, Ming Yuan

15. Kernel Methods in Bioinformatics
Karsten M. Borgwardt

16. Graph Classification Methods in Chemoinformatics
Koji Tsuda

17. Hidden Markov Random Field Models for Network-Based Analysis of Genomic Data
Hongzhe Li

18. Review of Weighted Gene Coexpression Network Analysis
Tova Fuller, Peter Langfelder, Angela Presson, Steve Horvath

19. Liquid Association and Related Ideas in Quantifying Changes in Correlation
Ker-Chau Li

20. Boolean Networks
Tung-Hung Chueh, Henry Horng-Shing Lu

21. Protein Interaction Networks: Protein Domain Interaction and Protein Function Prediction
Yanjun Qi, William Stafford Noble

22. Reverse Engineering of Gene Regulation Networks with an Application to the DREAM4 in silico Network Challenge
Hyonho Chun, Jia Kang, Xianghua Zhang, Minghua Deng, Haisu Ma, Hongyu Zhao

23. Inferring Signaling and Gene Regulatory Network from Genetic and Genomic Information
Zhidong Tu, Jun Zhu, Fengzhu Sun

24. Computational Drug Target Pathway Discovery: A Bayesian Network Approach
Seiya Imoto, Yoshinori Tamada, Hiromitsu Araki, Satoru Miyano

25. Cancer Systems Biology
Elana J. Fertig, Ludmila V. Danilova, Michael F. Ochs

26. Comparative Genomics
Xuhua Xia

27. Robust Control of Immune Systems Under Noises: Stochastic Game Approach
Bor-Sen Chen, Chia-Hung Chang, Yung-Jen Chuang

Keywords: Statistics, Statistics, general, Biomedicine general, Computer Imaging, Vision, Pattern Recognition and Graphics

Publication year
Springer Handbooks of Computational Statistics
Page amount
9 pages
Natural Sciences

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