Computational Biology A Practical Introduction to BioData Processing and Analysis with Linux, MySQL, and R /

• Κύριος συγγραφέας: Wünschiers, Röbbe (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Έκδοση: 2nd ed. 2013.
• Θέματα: Life sciences.; Application software.; Biochemistry.; Proteomics.; Bioinformatics.; Computational biology.; Biophysics.; Biological physics.; Life Sciences.; Computer Appl. in Life Sciences.; Biochemistry, general.; Computer Applications.; Biophysics and Biological Physics.

This greatly expanded 2nd edition provides a practical introduction to - data processing with Linux tools and the programming languages AWK and Perl - data management with the relational database system MySQL, and - data analysis and visualization with the statistical computing environment R for stu...

Πίνακας περιεχομένων:

• Part I Whetting Your Appetite
• 1 Introduction
• 2 Content of this Book
• Part II Computer & Operating Systems
• 3 Unix/Linux
• Part III Working with Linux
• 4 The First Touch
• 5 Working with Files
• 6 Remote Connections
• 7 Playing
• 8 Using the Shell
• 9 Installing BLAST+ and ClustalW
• 10 Shell Programming
• 11 Regular Expressions
• 12 Sed
• Part IV Programming
• 13 AWK
• 14 Perl
• 15 Other Programming Languages
• Part V Advanced Data Analysis
• 16 Relational Databases with MySQL
• 17 The Statistics Suite R
• Part VI Worked Examples
• 18 Genomic Analysis of the Pathogenicity Factors from E. coli Strain O157:H7 and EHEC Strain O104:H4
• 19 Limits of BLAST & Homology Modeling
• 20 Virtual Sequencing of pUC18c
• 21 Querying for Potential Redox-Regulated Enzymes
• Part VII Additional Material
• References
• A Supplementary Information
• Solutions
• Index.