0
Your cart

Your cart is empty

Books > Business & Economics > Economics > Econometrics > Economic statistics

Not currently available

Fundamentals of Nonparametric Bayesian Inference (Electronic book text)
Fundamentals of Nonparametric Bayesian Inference (Electronic book text): Subhashis Ghosal, Aad Van Der Vaart
Fundamentals of Nonparametric Bayesian Inference (Electronic book text): Subhashis Ghosal, Aad Van Der Vaart

Share your images

Fundamentals of Nonparametric Bayesian Inference (Electronic book text)

Subhashis Ghosal, Aad Van Der Vaart

Series: Cambridge Series in Statistical and Probabilistic Mathematics, 44

 (sign in to rate)

Bookmark and Share

We don't currently have any sources for this product. If you add this item to your wish list we will let you know when it becomes available.

Explosive growth in computing power has made Bayesian methods for infinite-dimensional models - Bayesian nonparametrics - a nearly universal framework for inference, finding practical use in numerous subject areas. Written by leading researchers, this authoritative text draws on theoretical advances of the past twenty years to synthesize all aspects of Bayesian nonparametrics, from prior construction to computation and large sample behavior of posteriors. Because understanding the behavior of posteriors is critical to selecting priors that work, the large sample theory is developed systematically, illustrated by various examples of model and prior combinations. Precise sufficient conditions are given, with complete proofs, that ensure desirable posterior properties and behavior. Each chapter ends with historical notes and numerous exercises to deepen and consolidate the reader's understanding, making the book valuable for both graduate students and researchers in statistics and machine learning, as well as in application areas such as econometrics and biostatistics.

General

Imprint: Cambridge University Press (Virtual Publishing)
Country of origin: United Kingdom
Series: Cambridge Series in Statistical and Probabilistic Mathematics, 44
Release date: June 2017
Authors: Subhashis Ghosal • Aad Van Der Vaart
Format: Electronic book text
ISBN-13: 978-1-108-21552-7
Barcode: 9781108215527
Categories: Promotions
Books > Business & Economics > Economics > Econometrics > Economic statistics
Books > Science & Mathematics > Mathematics > Probability & statistics
LSN: 1-108-21552-1

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!

Loyalty partners