Tasuta kohaletoimetamine tellimustele üle 29 €
  • check 10+ miljonit raamatut
  • check Uued tooted iga päev
  • check Meid usaldab üle 1 miljoni kliendi
  • check Hea hind ja allahindlused
  • check Tarne üle kogu Euroopa

High-Dimensional Statistics - Martin J. Wainwright

inglise keel
2019-02-21
112,39 € 187,31 €

-40% koodiga BOOKS

Meie tarnija laos

Saadetis 17-23 tööpäeva jooksul

30-päevane tagastamisõigus

Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters that are fo ... Täielik kirjeldus

Võib-olla meeldib sulle ka

Kirjeldus

Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters that are focused on core methodology and theory - including tail bounds, concentration inequalities, uniform laws and empirical process, and random matrices - as well as chapters devoted to in-depth exploration of particular model classes - including sparse linear models, matrix models with rank constraints, graphical models, and various types of non-parametric models. With hundreds of worked examples and exercises, this text is intended both for courses and for self-study by graduate students and researchers in statistics, machine learning, and related fields who must understand, apply, and adapt modern statistical methods suited to large-scale data.

Lisateave

Autor Martin J. Wainwright
Kirjastaja Cambridge University Press
Väljalaskeaasta 2019
Kaanetüüp Kõvakaaneline
EAN 9781108498029
Kirjuta oma arvustus
Te vaatate: High-Dimensional Statistics
Teie hinnang:

Goodreads'i arvustused

112,39 € 187,31 €