TY  - BOOK
AU  - Mateu,Jorge
AU  - Müller,W.G.
TI  - Spatio-temporal design: advances in efficient data acquisition 
T2  - Statistics in practice
SN  - 9781118441862
AV  - QA276.6 .S63 2013
U1  - 001.422 23
PY  - 2013///
CY  - Chichester, West Sussex, United Kingdom
PB  - Wiley
KW  - Sampling (Statistics)
KW  - Spatial analysis (Statistics)
KW  - Time-series analysis
KW  - MATHEMATICS
KW  - Probability & Statistics
KW  - General
KW  - bisacsh
KW  - fast
KW  - Statistisk teori
KW  - sao
KW  - Electronic books
N1  - Includes bibliographical references and index; Collecting Spatio-Temporal Data / Jorge Mateu, Werner G Muller -- Model-Based Frequentist Design for Univariate and Multivariate Geostatistics / Dale L Zimmerman, Jie Li -- Model-Based Criteria Heuristics for Second-Phase Spatial Sampling / Eric M Delmelle -- Spatial sampling design by means of spectral approximations to the error process / Gunter Spock, Jurgen Pilz -- Entropy-Based Network Design Using Hierarchical Bayesian Kriging / Baisuo Jin, Yuehua Wu, Baiqi Miao -- Accounting for Design in the Analysis of Spatial Data / Brian J Reich, Montserrat Fuentes -- Spatial Design for Knot Selection in Knot-Based Dimension Reduction Models / Alan E Gelfand, Sudipto Banerjee, Andrew O Finley -- Exploratory Designs for Assessing Spatial Dependence / Agnes Fussl, Werner G Muller, Juan Rodriguez-Diaz -- Sampling Design Optimization for Space-Time Kriging / Gerard B M Heuvelink, Daniel A Griffith, Tomislav Hengl, Stephanie J Melles -- Space-Time Adaptive Sampling and Data Transformations / Jose M Angulo, Maria C Bueso, Francisco J Alonso -- Adaptive Sampling Design for Spatio-Temporal Prediction / Thomas R Fanshawe, Peter J Diggle -- Semiparametric Dynamic Design of Monitoring Networks for Non-Gaussian Spatio-Temporal Data / Scott H Holan, Christopher K Wikle -- Active Learning for Monitoring Network Optimization / Devis Tuia, Alexei Pozdnoukhov, Loris Foresti, Mikhail Kanevski -- Stationary Sampling Designs Based on Plume Simulations / Kristina B Helle, Edzer Pebesma -- Index -- Statistics in Practice -- Supplemental Images
N2  - A state-of-the-art presentation of optimum spatio-temporal sampling design - bridging classic ideas with modern statistical modeling concepts and the latest computational methods. Spatio-temporal Design presents a comprehensive state-of-the-art presentation combining both classical and modern treatments of network design and planning for spatial and spatio-temporal data acquisition. A common problem set is interwoven throughout the chapters, providing various perspectives to illustrate a complete insight to the problem at hand. Motivated by the high demand for stat
UR  - http://onlinelibrary.wiley.com/book/10.1002/9781118441862
ER  -