Exploration and Analysis of DNA Microarray and Other High-Dimensional Data (Wiley Series in Probability and Statistics)

Exploration and Analysis of DNA Microarray and Other High-Dimensional Data (Wiley Series in Probability and Statistics)

Dhammika Amaratunga


Praise for the First Edition

“…extremely good written…a accomplished and updated evaluate of this crucial field.” – magazine of Environmental Quality

 

Exploration and research of DNA Microarray and different High-Dimensional info, moment Edition presents accomplished assurance of contemporary developments in microarray information research. A state-of-the-art consultant, the Second Edition demonstrates a number of methodologies for studying facts in biomedical examine and gives an summary of the trendy thoughts utilized in microarray know-how to review styles of gene activity.

 

The re-creation solutions the necessity for a good define of all stages of this innovative analytical method, from preprocessing to the research level. using examine and adventure from highly-qualified authors in fields of knowledge research, Exploration and research of DNA Microarray and different High-Dimensional information, moment Edition features:

 

  • A new bankruptcy at the interpretation of findings that features a dialogue of signatures and fabric on gene set research, together with community analysis
  • New themes of insurance together with ABC clustering, biclustering, partial least squares, penalized equipment, ensemble tools, and enriched ensemble methods
  • Updated workouts to deepen wisdom of the offered fabric and supply readers with assets for additional study

 

The booklet is a perfect reference for scientists in biomedical and genomics examine fields who learn DNA microarrays and protein array info, in addition to statisticians and bioinformatics practitioners. Exploration and research of DNA Microarray and different High-Dimensional information, moment Edition can be an invaluable textual content for graduate-level classes on information, computational biology, and bioinformatics.

Show sample text content

Download sample