تجزیه و تحلیل داده های بالا بعدی در تحقیقات سرطان High-Dimensional Data Analysis in Cancer Research
- نوع فایل : کتاب
- زبان : انگلیسی
- نویسنده : Ross L. Prentice (auth.) ,Xiaochun Li ,Ronghui Xu (eds.)
- ناشر : Springer-Verlag New York
- چاپ و سال / کشور: 2009
- شابک / ISBN : 0387697632, 9780387697635
Description
With the advent of high-throughput technologies, various types of high-dimensional data have been generated in recent years for the understanding of biological processes, especially processes that relate to disease occurrence or management of cancer. Motivated by these important applications in cancer research, there has been a dramatic growth in the development of statistical methodology in the analysis of high-dimensional data, particularly related toregression model selection, estimation and prediction.High-Dimensional Data Analysis in Cancer Research, edited by Xiaochun Li and Ronghui Xu, is a collective effort to showcase statistical innovations for meeting the challenges and opportunities uniquely presented by the analytical needs of high-dimensional data in cancer research, particularly in genomics and proteomics. All the chapters included in this volume contain interesting case studies to demonstrate the analysis methodology.High-Dimensional Data Analysis in Cancer Research is an invaluable reference forresearchers, statisticians, bioinformaticians, graduate students and data analysts working in the fields of cancer research.
