Introduction to High-Dimensional Statistics

by Christophe Giraud

Ever-greater computing technologies have given rise to an exponentially growing volume of data. Today massive data sets (with potentially thousands of variables) play an important role in almost every branch of modern human activity, including networks, finance, and genetics. However, analyzing such data has presented a challenge for statisticians
  • CRC Press; December 2014
  • ISBN: 9781482237955
  • Edition: 1
  • Read online, or download in secure PDF format
  • Title: Introduction to High-Dimensional Statistics
  • Author: Christophe Giraud
  • Imprint: Chapman and Hall/CRC

About The Author

Christophe Giraud was a student of the ecole Normale Superieure de Paris, and he received a Ph.D in probability theory from the University Paris 6. He was assistant professor at the University of Nice from 2002 to 2008. He has been associate professor at the ecole Polytechnique since 2008 and professor at Paris Sud University (Orsay) since 2012. His current research focuses mainly on the statistical theory of high-dimensional data analysis and its applications to life sciences.