0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

Buy Now

High-Dimensional Statistics - A Non-Asymptotic Viewpoint (Hardcover) Loot Price: R1,963
Discovery Miles 19 630
High-Dimensional Statistics - A Non-Asymptotic Viewpoint (Hardcover): Martin J Wainwright

High-Dimensional Statistics - A Non-Asymptotic Viewpoint (Hardcover)

Martin J Wainwright

Series: Cambridge Series in Statistical and Probabilistic Mathematics

 (sign in to rate)
Loot Price R1,963 Discovery Miles 19 630 | Repayment Terms: R184 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

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.

General

Imprint: Cambridge UniversityPress
Country of origin: United Kingdom
Series: Cambridge Series in Statistical and Probabilistic Mathematics
Release date: February 2019
Authors: Martin J Wainwright
Dimensions: 260 x 183 x 35mm (L x W x T)
Format: Hardcover
Pages: 568
ISBN-13: 978-1-108-49802-9
Categories: Books > Reference & Interdisciplinary > Communication studies > Data analysis
Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Biology, life sciences > General
Books > Computing & IT > Applications of computing > Signal processing
Books > Computing & IT > Applications of computing > Pattern recognition
Books > Business & Economics > Economics > Econometrics > Economic statistics
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Promotions
LSN: 1-108-49802-7
Barcode: 9781108498029

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Deep Learning Applications: In Computer…
Qi Xuan, Yun Xiang, … Hardcover R2,840 Discovery Miles 28 400
Cognitive Robotics and Adaptive…
Maki K. Habib Hardcover R2,784 Discovery Miles 27 840
Cyber-Physical System Solutions for…
Vanamoorthy Muthumanikandan, Anbalagan Bhuvaneswari, … Hardcover R7,203 Discovery Miles 72 030
Machine Learning Techniques for Pattern…
Mohit Dua, Ankit Kumar Jain Hardcover R8,638 Discovery Miles 86 380
Basic Python Commands - Learn the Basic…
Manuel Mcfeely Hardcover R847 R730 Discovery Miles 7 300
Get Started Programming with Python…
Manuel Mcfeely Hardcover R821 R710 Discovery Miles 7 100
Research Anthology on Machine Learning…
Information R Management Association Hardcover R17,460 Discovery Miles 174 600
Tree-Based Machine Learning Methods in…
Sharad Saxena Hardcover R2,086 Discovery Miles 20 860
Machine Learning In Bioinformatics Of…
Lukasz Kurgan Hardcover R3,581 Discovery Miles 35 810
Event Mining for Explanatory Modeling
Laleh Jalali, Ramesh Jain Hardcover R1,406 Discovery Miles 14 060
Data Mining - Concepts and Applictions
Ciza Thomas Hardcover R3,351 Discovery Miles 33 510
Machine Learning and Deep Learning in…
Mehul Mahrishi, Kamal Kant Hiran, … Hardcover R7,281 Discovery Miles 72 810

See more

Partners