Statistics for Spatio-Temporal Data

by Noel Cressie

5/5

$165.99

eTextbook

$14.99

Hardcover

$165.99

ISBN-13: 9780471692744

ISBN-10: 471692743


Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the latest computational methods Noel Cressie and Christopher K. Wikle, are alsoÊwinners of the 2011 PROSE Award in the Mathematics category, for the book ÒStatistics for Spatio-Temporal DataÓ (2011), published by John Wiley and Sons. (The PROSE awards, for Professional and Scholarly Excellence, are given by the Association of American Publishers, the national trade association of the US book publishing industry.) Statistics for Spatio-Temporal Data has now been reprinted with small correctionsÊto the text and theÊbibliography. The overall content and pagination of the new printing remains the same; the differenceÊcomesÊin the form of corrections to typographical errors, editing of incomplete and missing references, and some updated spatio-temporal interpretations. From understanding environmental processes and climate trends to developing new technologies for mapping public-health data and the spread of invasive-species, there is a high demand for statistical analyses of data that take spatial, temporal, and spatio-temporal information into account. Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, particularly Bayesian, statistical modeling, with an emphasis on dynamical spatio-temporal models. Cressie and WikleÊsupply a unique presentation that incorporates ideas from the areas of time series and spatial statistics as well as stochastic processes. Beginning with separate treatments of temporal data and spatial data, the book combines these concepts to discuss spatio-temporal statistical methods for understanding complex processes. Topics of coverage include: Exploratory methods for spatio-temporal data, including visualization, spectral analysis, empirical orthogonal function analysis, and LISAs Spatio-temporal covariance functions, spatio-temporal kriging, and time series of spatial processes Development of hierarchical dynamical spatio-temporal models (DSTMs), with discussion of linear and nonlinear DSTMs and computational algorithms for their implementation Quantifying and exploring spatio-temporal variability in scientific applications, including case studies based on real-world environmental data Throughout the book, interesting applications demonstrate the relevance of the presented concepts. Vivid, full-color graphics emphasize the visual nature of the topic, and a related FTP site contains supplementary material. Statistics for Spatio-Temporal Data is an excellent book for a graduate-level course on spatio-temporal statistics. It is also a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.

Customer Reviews

LEGIT AF

4.0 rating
October 9, 2020

My girl came through and showed me this website. Was really sus about it, but this website is legit. The price is amazing because ya boy is a broke college student. Overall legit business

JR

Great EBook Deal

5.0 rating
October 3, 2020

This is a great price for the book in electronic format. I paid more through Google books, and was only given single page by page view access only and they didn’t advertise it as that. So not cool.
Wish I would have found this sooner..
Thanks again this is awesome and is a great deal!!!!!

Alex Myers

Suspicious price, Trustworthy content

5.0 rating
September 28, 2020

After not being able to find the book for free ANYWHERE I had to result to purchasing online. The price for the online book on this website was cheaper than any others, and I was suspicious I would be scammed because of that. I decided to trust the reviews and purchased. Got the download I was promised in full! Thank you for not breaking the bank for this college student <3

Shylene

GREAT BOOK -- GREAT SERVICE

5.0 rating
September 24, 2020

THANK YOU. Upon cursory examination, I am thrilled with the book. You people are great. Now I don’t have to type out everything — and it is very readable. I am so glad I cancelled my other order — book was very costly — and was going to take 3 weeks to get. Yet here you are, and you gave it to me quickly, conveniently — “right now!” WOW. I will certainly remember you. Thank you so much.

ADA

It Does Really Work

5.0 rating
September 24, 2020

I found this site and I was going to purchase the book when I saw the program to get it for free. I copy the link, email all my classmates on canvas, took a screen picture, and sent it to them, next morning I received the code and I applied to the cart and I got my pdf download. It’s real and the pdf is real and it works, all pages opened. Thank you so much!!!

Andriele

Attention

To ensure the safety of our staff and valued customers, we have made all of our textbooks fully downloadable and can be viewed on any device.