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Über dieses Buch

This book outlines 11 courses and 15 research topics in bioinformatics, based on curriculums and talks in a graduate summer school on bioinformatics that was held in Tsinghua University. The courses include: Basics for Bioinformatics, Basic Statistics for Bioinformatics, Topics in Computational Genomics, Statistical Methods in Bioinformatics, Algorithms in Computational Biology, Multivariate Statistical Methods in Bioinformatics Research, Association Analysis for Human Diseases: Methods and Examples, Data Mining and Knowledge Discovery Methods with Case Examples, Applied Bioinformatics Tools, Foundations for the Study of Structure and Function of Proteins, Computational Systems Biology Approaches for Deciphering Traditional Chinese Medicine, and Advanced Topics in Bioinformatics and Computational Biology. This book can serve as not only a primer for beginners in bioinformatics, but also a highly summarized yet systematic reference book for researchers in this field.

Rui Jiang and Xuegong Zhang are both professors at the Department of Automation, Tsinghua University, China. Professor Michael Q. Zhang works at the Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA.

Inhaltsverzeichnis

Frontmatter

2013 | OriginalPaper | Buchkapitel

Chapter 1. Basics for Bioinformatics

Xuegong Zhang, Xueya Zhou, Xiaowo Wang

2013 | OriginalPaper | Buchkapitel

Chapter 2. Basic Statistics for Bioinformatics

Yuanlie Lin, Rui Jiang

2013 | OriginalPaper | Buchkapitel

Chapter 3. Topics in Computational Genomics

Michael Q. Zhang, Andrew D. Smith

2013 | OriginalPaper | Buchkapitel

Chapter 4. Statistical Methods in Bioinformatics

Jun S. Liu, Bo Jiang

2013 | OriginalPaper | Buchkapitel

Chapter 5. Algorithms in Computational Biology

Tao Jiang, Jianxing Feng

2013 | OriginalPaper | Buchkapitel

Chapter 6. Multivariate Statistical Methods in Bioinformatics Research

Lingsong Zhang, Xihong Lin

2013 | OriginalPaper | Buchkapitel

Chapter 7. Association Analysis for Human Diseases: Methods and Examples

Jurg Ott, Qingrun Zhang

2013 | OriginalPaper | Buchkapitel

Chapter 8. Data Mining and Knowledge Discovery Methods with Case Examples

S. Bandyopadphyay, U. Maulik

2013 | OriginalPaper | Buchkapitel

Chapter 9. Applied Bioinformatics Tools

Jingchu Luo

2013 | OriginalPaper | Buchkapitel

Chapter 10. Foundations for the Study of Structure and Function of Proteins

Zhirong Sun

2013 | OriginalPaper | Buchkapitel

Chapter 11. Computational Systems Biology Approaches for Deciphering Traditional Chinese Medicine

Shao Li, Le Lu

2013 | OriginalPaper | Buchkapitel

Chapter 12. Advanced Topics in Bioinformatics and Computational Biology

Bailin Hao, Chunting Zhang, Yixue Li, Hao Li, Liping Wei, Minoru Kanehisa, Luhua Lai, Runsheng Chen, Nikolaus Rajewsky, Michael Q. Zhang, Jingdong Han, Rui Jiang, Xuegong Zhang, Yanda Li

2013 | CompoundObjectErratum | Buchkapitel

Erratum

Xuegong Zhang, Xueya Zhou, Xiaowo Wang
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