Computational and Statistical Approaches to Genomics

Computational and Statistical Approaches to Genomics

Author
Wei Zhang, Ilya Shmulevich
Publication Year
2006
Publisher
Springer
Language
English
Document Type
Book
Faculty / Subject Heading
Medical Science

Computational and Statistical Approaches to Genomics, 2nd Edition, aims to help researchers deal with current genomic challenges. During the three years after the publication of the first edition of this book, the computational and statistical research in genomics have become increasingly more important and indispensable for understanding cellular behavior under a variety of environmental conditions and for tackling challenging clinical problems. In the first edition, the organizational structure was: data à analysis à synthesis à application. In the second edition, the same structure remains, but the chapters that primarily focused on applications have been deleted.


Keywords: Biomedical and life sciences / Microarray / Single Nucleotide Polymorphism / Termination / Classification / Complexity / Data analysis / Gene expression / Genes / Hybridization / Image analysis / Modeling / Proving / Statistics / Visualization