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005 20171224114125.0
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007 cr cnu|||unuuu
008 121226s2013 enkab ob 001 0 eng d
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016 7 _a016156057
_2Uk
019 _a827207531
_a900607320
020 _a9781118441862
_q(electronic bk.)
020 _a1118441869
_q(electronic bk.)
020 _a9781118441886
020 _a1118441885
020 _a9781118441893
_q(e-book)
020 _a1118441893
_q(e-book)
020 _z9780470974292
020 _z047097429X
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035 _a(OCoLC)822967357
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050 4 _aQA276.6
_b.S63 2013
082 0 4 _a001.422
_223
049 _aMAIN
245 0 0 _aSpatio-temporal design :
_badvances in efficient data acquisition /
_cedited 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.
264 1 _aChichester, West Sussex, United Kingdom :
_bWiley,
_c2013.
300 _a1 online resource (xx, 349 pages) :
_billustrations (some color), maps (some color).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aStatistics in practice
505 0 _aCollecting 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.
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record.
520 _aA 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.
650 0 _aSampling (Statistics)
650 0 _aSpatial analysis (Statistics)
650 0 _aTime-series analysis.
650 7 _aMATHEMATICS
_xProbability & Statistics
_xGeneral.
_2bisacsh
650 7 _aSampling (Statistics)
_2fast
_0(OCoLC)fst01104676
650 7 _aSpatial analysis (Statistics)
_2fast
_0(OCoLC)fst01128784
650 7 _aTime-series analysis.
_2fast
_0(OCoLC)fst01151190
650 7 _aStatistisk teori.
_2sao
655 4 _aElectronic books.
700 1 _aMateu, Jorge,
_eeditor.
700 1 _aMüller, W. G.
_q(Werner G.),
_eeditor.
776 0 8 _iPrint version:
_tSpatio-temporal design
_z9780470974292
_w(DLC) 2012027161
_w(OCoLC)824530532
830 0 _aStatistics in practice.
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9781118441862
_zWiley Online Library
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