The cookie settings on this website are adjusted to allow all cookies so that you have the very best experience. If you continue without changing your cookie settings, we'll assume that you are happy to receive all cookies on our website. However, if you would like to, you can change your settings at any time using the Change cookie settings link in the Special menu. 
    
 

Handbook of Graphical Models

Handbook of Graphical Models
SKU
SKU16445
Author
Marloes Maathuis, Mathias Drton, Steffen Lilholt Lauritzen, Martin Wainwright
ISBN Number
9781498788625
List Price:
£100.00
Our price:
£89.50
  • Details
  • Send to friend
  • Customers also bought
  • Customer feedback
Save 10%
A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference.

While there exist a number of excellent books on graphical models, the field has grown so much that individual authors can hardly cover its entire scope. Moreover, the field is interdisciplinary by nature. Through chapters by leading researchers from different areas, this handbook provides a broad and accessible overview of the state of the art.

Key features:* Contributions by leading researchers from a range of disciplines* Structured in five parts, covering foundations, computational aspects, statistical inference, causal inference, and applications* Balanced coverage of concepts, theory, methods, examples, and applications* Chapters can be read mostly independently, while cross-references highlight connectionsThe handbook is targeted at a wide audience, including graduate students, applied researchers, and experts in graphical models.
This field is required
A valid email is required
A valid email is required
This field is required

Product rating

Sign in to rate

Customer Reviews

There have been no reviews for this product.