High-Dimensional Statistics: A Non-Asymptotic Viewpoint

Recent years have seen an explosion in the volume and variety of data collected in scientific disciplines from astronomy to genetics and industrial settings ranging from Amazon to Uber. This graduate text equips readers in statistics, machine learning, and related fields to understand, apply, and adapt modern methods suited to large-scale data.

• | By (Author): Martin J. (University Of California, Berkeley) Wainwright
• | Publisher: Cambridge University Press
• | Publication Date: Feb 21, 2019
• | Country of Publication: United Kingdom
• | Number of Pages: 568 pages
• | Language: Unknown
• | Binding: Hardback
• | ISBN-10: 1108498027
• | ISBN-13: 9781108498029