Weak Convergence and Empirical Processes: With Applications to Statistics

This book provides an account of weak convergence theory, empirical processes, and their application to a wide...
$482.46 SGD
$482.46 SGD
SKU: 9783031290381
Product Type: Books
Please hurry! Only 324 left in stock
Author: A. W. Van Der Vaart
Format: Hardcover
Language: English
Subtotal: $482.46
10 customers are viewing this product
Weak Convergence and Empirical Processes: With Applications to Statistics by Van Der Vaart, A. W.

Weak Convergence and Empirical Processes: With Applications to Statistics

$482.46

Weak Convergence and Empirical Processes: With Applications to Statistics

$482.46
Author: A. W. Van Der Vaart
Format: Hardcover
Language: English
This book provides an account of weak convergence theory, empirical processes, and their application to a wide variety of problems in statistics. The first part of the book presents a thorough treatment of stochastic convergence in its various forms. Part 2 brings together the theory of empirical processes in a form accessible to statisticians and probabilists. In Part 3, the authors cover a range of applications in statistics including rates of convergence of estimators; limit theorems for M- and Z-estimators; the bootstrap; the functional delta-method and semiparametric estimation. Most of the chapters conclude with "problems and complements." Some of these are exercises to help the reader's understanding of the material, whereas others are intended to supplement the text.
This second edition includes many of the new developments in the field since publication of the first edition in 1996: Glivenko-Cantelli preservation theorems; new bounds on expectations of suprema of empirical processes; new bounds on covering numbers for various function classes; generic chaining; definitive versions of concentration bounds; and new applications in statistics including penalized M-estimation, the lasso, classification, and support vector machines. The approximately 200 additional pages also round out classical subjects, including chapters on weak convergence in Skorokhod space, on stable convergence, and on processes based on pseudo-observations.


Author: A. W. Van Der Vaart, Jon a. Wellner
Publisher: Springer
Published: 07/12/2023
Pages: 679
Binding Type: Hardcover
Weight: 2.53lbs
Size: 9.21h x 6.14w x 1.50d
ISBN: 9783031290381

This title is not returnable

Returns Policy

You may return most new, unopened items within 30 days of delivery for a full refund. We'll also pay the return shipping costs if the return is a result of our error (you received an incorrect or defective item, etc.).

You should expect to receive your refund within four weeks of giving your package to the return shipper, however, in many cases you will receive a refund more quickly. This time period includes the transit time for us to receive your return from the shipper (5 to 10 business days), the time it takes us to process your return once we receive it (3 to 5 business days), and the time it takes your bank to process our refund request (5 to 10 business days).

If you need to return an item, simply login to your account, view the order using the "Complete Orders" link under the My Account menu and click the Return Item(s) button. We'll notify you via e-mail of your refund once we've received and processed the returned item.

Shipping

We can ship to virtually any address in the world. Note that there are restrictions on some products, and some products cannot be shipped to international destinations.

When you place an order, we will estimate shipping and delivery dates for you based on the availability of your items and the shipping options you choose. Depending on the shipping provider you choose, shipping date estimates may appear on the shipping quotes page.

Please also note that the shipping rates for many items we sell are weight-based. The weight of any such item can be found on its detail page. To reflect the policies of the shipping companies we use, all weights will be rounded up to the next full pound.

Related Products

Recently Viewed Products