The use of computational methods in statistics to face complex problems and highly dimensional data, as well as the widespread availability of computer technolo

Due to the scale and complexity of data sets currently being collected in areas such as health, transportation, environmental science, engineering, information

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear

The book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of st

R is open source statistical computing software. Since the R core group was formed in 1997, R has been extended by a very large number of packages with extensiv