Statistical Methods and Computing for Big Data

Understand

Big data are data on a massive scale in terms of volume, intensity, and complexity that exceed the capacity of standard software tools.

• They present opportunities as well as challenges to statisticians.
• The role of computational statisticians in scientific discovery from big data analyses has been under-recognized even by peer statisticians.
• This article reviews recent methodological and software developments in statistics that address the big data challenges.