04864cam a2200697Ii 4500 ocn822967357 OCoLC 20171113085113.0 m o d cr cnu|||unuuu 121226s2013 enkab ob 001 0 eng d 016156057 Uk 9781118441862 (electronic bk.) 1118441869 (electronic bk.) 9781118441886 1118441885 9781118441893 (e-book) 1118441893 (e-book) 9780470974292 047097429X EB00202082 Recorded Books CHNEW 000600029 DEBBG BV041069370 DEBSZ 397476264 DEBSZ 43133269X DEBSZ 449345211 NZ1 14873620 NZ1 15351058 DEBBG BV043395244 (OCoLC)822967357 (OCoLC)827207531 (OCoLC)900607320 DG1 eng rda pn DG1 UKMGB YDXCP CUV E7B OCLCQ B24X7 OCLCF EBLCP MHW DEBSZ RECBK OCLCQ COO S3O OCLCQ DEBBG MAIN QA276.6 .S63 2013 001.422 23 Spatio-temporal design : advances in efficient data acquisition / edited by Jorge Mateu, Department of Mathematics of the University Jaume I of Castellon, Spain, Werner G. Müller, Department of Applied Statistics, Johannes Kepler University Linz, Austria. [electronic resource] Chichester, West Sussex, United Kingdom : Wiley, 2013. 1 online resource (xx, 349 pages) : illustrations (some color), maps (some color). text txt rdacontent computer c rdamedia online resource cr rdacarrier Statistics in practice 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. 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. Print version record. Sampling (Statistics) Spatial analysis (Statistics) Time-series analysis. MATHEMATICS Probability & Statistics General. bisacsh Sampling (Statistics) fast (OCoLC)fst01104676 Spatial analysis (Statistics) fast (OCoLC)fst01128784 Time-series analysis. fast (OCoLC)fst01151190 Statistisk teori. sao Electronic books. Mateu, Jorge, editor. Müller, W. G. (Werner G.), editor. Print version: Spatio-temporal design 9780470974292 (DLC) 2012027161 (OCoLC)824530532 Statistics in practice. http://onlinelibrary.wiley.com/book/10.1002/9781118441862 Wiley Online Library ddc BK 206310 206310