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Spatio-temporal design : advances in efficient data acquisition /

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 treatm...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Mateu, Jorge (Editor ), Müller, W. G. (Werner G.) (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, West Sussex, United Kingdom : Wiley, 2013.
Colección:Statistics in practice.
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Spatio-temporal design :  |b advances in efficient data acquisition /  |c 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. 
264 1 |a Chichester, West Sussex, United Kingdom :  |b Wiley,  |c 2013. 
300 |a 1 online resource (xx, 349 pages) :  |b illustrations (some color), maps (some color) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Statistics in practice 
505 0 |a 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. 
504 |a Includes bibliographical references and index. 
588 0 |a Print version record. 
520 |a 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. 
506 |a Access restricted to Kwantlen Polytechnic University students, faculty and staff. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Sampling (Statistics) 
650 0 |a Spatial analysis (Statistics) 
650 0 |a Time-series analysis. 
650 6 |a Échantillonnage (Statistique) 
650 6 |a Analyse spatiale (Statistique) 
650 6 |a Série chronologique. 
650 7 |a spatial analysis.  |2 aat 
650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a Sampling (Statistics)  |2 fast 
650 7 |a Spatial analysis (Statistics)  |2 fast 
650 7 |a Time-series analysis  |2 fast 
650 7 |a Statistisk teori.  |2 sao 
653 0 0 |a ruimtelijke analyse 
653 0 0 |a spatial analysis 
653 0 0 |a geodata 
653 0 0 |a gegevensanalyse 
653 0 0 |a data analysis 
653 0 0 |a gegevens verzamelen 
653 0 0 |a data collection 
653 0 0 |a statistische analyse 
653 0 0 |a statistical analysis 
653 0 0 |a tijdreeksen 
653 0 0 |a time series 
653 0 0 |a stochastische processen 
653 0 0 |a stochastic processes 
653 0 0 |a bemonsteren 
653 0 0 |a sampling 
653 1 0 |a Data Processing, Database Management 
653 2 0 |a Statistical Analysis 
653 2 0 |a Geographical Information Systems 
653 1 0 |a Gegevensverwerking, databasebeheer 
653 2 0 |a Statistische analyse 
653 2 0 |a Geografische informatiesystemen 
655 0 |a Electronic books. 
655 7 |a dissertations.  |2 aat 
655 7 |a Academic theses  |2 fast 
655 7 |a Academic theses.  |2 lcgft 
655 7 |a Thèses et écrits académiques.  |2 rvmgf 
700 1 |a Mateu, Jorge,  |e editor. 
700 1 |a Müller, W. G.  |q (Werner G.),  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PBJjxpMfF9xx8GGrYxxmfMP 
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830 0 |a Statistics in practice. 
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