Description

Book Synopsis


Table of Contents
Preface.- 1 Introduction.- 2 Statistical Learning.- 3 Linear Regression.- 4 Classification.- 5 Resampling Methods.- 6 Linear Model Selection and Regularization.- 7 Moving Beyond Linearity.- 8 Tree-Based Methods.- 9 Support Vector Machines.- 10 Deep Learning.- 11 Survival Analysis and Censored Data.- 12 Unsupervised Learning.- 13 Multiple Testing.- Index.

An Introduction to Statistical Learning

Product form

£49.49

Includes FREE delivery

RRP £54.99 – you save £5.50 (10%)

Order before 4pm tomorrow for delivery by Sat 27 Dec 2025.

A Paperback / softback by Gareth James, Daniela Witten, Trevor Hastie

1 in stock


    View other formats and editions of An Introduction to Statistical Learning by Gareth James

    Publisher: Springer-Verlag New York Inc.
    Publication Date: 30/07/2022
    ISBN13: 9781071614204, 978-1071614204
    ISBN10: 1071614207
    Also in:
    Artificial intelligence (AI) Mathematical and statistical software Probability and statistics

    Description

    Book Synopsis


    Table of Contents
    Preface.- 1 Introduction.- 2 Statistical Learning.- 3 Linear Regression.- 4 Classification.- 5 Resampling Methods.- 6 Linear Model Selection and Regularization.- 7 Moving Beyond Linearity.- 8 Tree-Based Methods.- 9 Support Vector Machines.- 10 Deep Learning.- 11 Survival Analysis and Censored Data.- 12 Unsupervised Learning.- 13 Multiple Testing.- Index.

    Recently viewed products

    © 2025 Book Curl

      • American Express
      • Apple Pay
      • Diners Club
      • Discover
      • Google Pay
      • Maestro
      • Mastercard
      • PayPal
      • Shop Pay
      • Union Pay
      • Visa

      Login

      Forgot your password?

      Don't have an account yet?
      Create account