0
Your cart

Your cart is empty

Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software

Buy Now

Gaussian Markov Random Fields - Theory and Applications (Hardcover) Loot Price: R4,730
Discovery Miles 47 300
Gaussian Markov Random Fields - Theory and Applications (Hardcover): Havard Rue, Leonhard Held

Gaussian Markov Random Fields - Theory and Applications (Hardcover)

Havard Rue, Leonhard Held

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

 (sign in to rate)
Loot Price R4,730 Discovery Miles 47 300 | Repayment Terms: R443 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

Researchers in spatial statistics and image analysis are familiar with Gaussian Markov Random Fields (GMRFs), and they are traditionally among the few who use them. There are, however, a wide range of applications for this methodology, from structural time-series analysis to the analysis of longitudinal and survival data, spatio-temporal models, graphical models, and semi-parametric statistics. With so many applications and with such widespread use in the field of spatial statistics, it is surprising that there remains no comprehensive reference on the subject.

Gaussian Markov Random Fields: Theory and Applications provides such a reference, using a unified framework for representing and understanding GMRFs. Various case studies illustrate the use of GMRFs in complex hierarchical models, in which statistical inference is only possible using Markov Chain Monte Carlo (MCMC) techniques. The preeminent experts in the field, the authors emphasize the computational aspects, construct fast and reliable algorithms for MCMC inference, and provide an online C-library for fast and exact simulation.

This is an ideal tool for researchers and students in statistics, particularly biostatistics and spatial statistics, as well as quantitative researchers in engineering, epidemiology, image analysis, geography, and ecology, introducing them to this powerful statistical inference method.

General

Imprint: Chapman & Hall/CRC
Country of origin: United States
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Release date: February 2005
First published: 2005
Authors: Havard Rue • Leonhard Held
Dimensions: 229 x 152 x 21mm (L x W x T)
Format: Hardcover
Pages: 280
ISBN-13: 978-1-58488-432-3
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
Promotions
LSN: 1-58488-432-0
Barcode: 9781584884323

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..

An Introduction to Creating Standardized…
Todd Case, Yuting Tian Hardcover R1,623 Discovery Miles 16 230
Mathematical Modeling for Smart…
Debabrata Samanta, Debabrata Singh Hardcover R12,400 Discovery Miles 124 000
Jump into JMP Scripting, Second Edition…
Wendy Murphrey, Rosemary Lucas Hardcover R1,636 Discovery Miles 16 360
Simulating Data with SAS (Hardcover…
Rick Wicklin Hardcover R1,730 Discovery Miles 17 300
The Global English Style Guide - Writing…
John R Kohl Hardcover R2,069 Discovery Miles 20 690
SAS Certified Professional Prep Guide…
Sas Institute Hardcover R3,607 Discovery Miles 36 070
SAS Text Analytics for Business…
Teresa Jade, Biljana Belamaric-Wilsey, … Hardcover R2,670 Discovery Miles 26 700
Portfolio and Investment Analysis with…
John B. Guerard, Ziwei Wang, … Hardcover R2,395 Discovery Miles 23 950
Proc SQL - Beyond the Basics Using SAS…
Kirk Paul Lafler Hardcover R2,032 Discovery Miles 20 320
Predictive Modeling with SAS Enterprise…
Kattamuri S Sarma Hardcover R2,386 Discovery Miles 23 860
The Little SAS Enterprise Guide Book
Susan J Slaughter, Lora D Delwiche Hardcover R1,862 Discovery Miles 18 620
SAS Certified Specialist Prep Guide…
Sas Institute Hardcover R3,329 Discovery Miles 33 290

See more

Partners