生物信息计算基础

样章

作者：

Wang Ziling Zhang Lishu

定价：

89.00 元

版面字数：

480千字

开本：

16开

装帧形式：

精装

版次：

1

最新版次
印刷时间：

2018年

ISBN：

978-7-04-049018-3

物料号：

49018-00

出版时间：

2018-04-24

读者对象：

学术著作

一级分类：

自然科学

二级分类：

生物

三级分类：

生物信息学

暂无

目录
- 前辅文
- PART I DATABASES AND BIOINFORMATICS TOOLS
  - Chapter 1 Online Sequence Database
    - 1.1 Nucleic Acid Sequence Database
    - 1.2 Protein Database
    - 1.3 Protein Three-Dimensional Structure Database PDB
    - 1.4 Genome Browser
    - References
  - Chapter 2 Sequence Alignment
    - 2.1 Pairwise Sequence Alignment
    - 2.2 Multiple Sequence Alignment
    - 2.3 Basic Local Alignment Search Tool
    - References
  - Chapter 3 Molecular Phylogeny and Evolution
    - 3.1 Introduction to Molecular Evolution
    - 3.2 Models of DNA and Amino Acid Substitution
    - 3.3 Tree-Building Method
    - 3.4 Evaluating Tree
    - 3.5 Perspectives
    - References
  - Chapter 4 Predicting DNA and Protein Function from Sequence
    - 4.1 DNA Sequence Analysis
    - 4.2 Protein Sequence Analysis
    - References
  - Chapter 5 Protein Structure
    - 5.1 Overview of Protein Structure
    - 5.2 Principles of Protein Structure
    - 5.3 Protein Structure Prediction
    - 5.4 Protein Structure Determining and Analysis
    - References
- PART II BIOINFORMATICS FOR OMICS DATA
  - Chapter 6 Human Genetic Variation and Human Disease
    - 6.1 Human Genetic Variation
    - 6.2 Human Disease
    - References
  - Chapter 7 Gene Expression Profiling with Microarray: Online Resources and Data Management
    - 7.1 Microarray Data Analysis Software
    - 7.2 Microarray Databases
    - 7.3 Microarray Data Analysis
    - References
  - Chapter 8 Bioinformatics for Qualitative and Quantitative Proteomics
    - 8.1 Protein Identification and Quantification from MS Raw Data
    - 8.2 Proteomics Data Analysis
    - 8.3 Proteomics Data Storage, Exchange and Sharing
    - References
  - Chapter 9 Bioinformatics for Metabolomics
    - 9.1 Metabonomics and Metabolomics
    - 9.2 Basic Approaches to Study Metabonomics
    - 9.3 Data Analysis Methods
    - 9.4 Metabonomics Databases
    - 9.5 Summary
    - References
  - Chapter 10 Gene Ontology Database and KEGG Database
    - 10.1 Gene Ontology Database
    - 10.2 KEGG Database
    - References
- PART III STATISTICS AND PROGRAMMING
  - Chapter 11 Basic Algorithms for Bioinformatics
    - 11.1 Algorithms
    - 11.2 Graph Theory
    - 11.3 Dynamic Programming
    - 11.4 Bayesian Statistics
    - 11.5 Markov Models
    - 11.6 Hidden Markov Model
    - 11.7 Neural Networks
    - 11.8 Clustering Analysis
    - 11.9 Other Algorithms
    - 11.10 Concluding Remarks
    - References
  - Chapter 12 An Introduction to R
    - 12.1 What’s R
    - 12.2 How to Install R
    - 12.3 RGui
    - 12.4 How to Install R Extention Packages
    - 12.5 Expressions and Assignments
    - 12.6 Data Structure
    - 12.7 Importing Data Into R
    - 12.8 Exporting Data
    - 12.9 Loops/Statements
    - 12.10 Bioconductor
    - 12.11 Further Resources
    - References
- Index

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