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:
Sampling (Statistics)
Spatial analysis (Statistics)
Time-series analysis.
Échantillonnage (Statistique)
Analyse spatiale (Statistique)
Série chronologique.
spatial analysis.
MATHEMATICS > Probability & Statistics > General.
Time-series analysis
Statistisk teori.
ruimtelijke analyse
spatial analysis
geodata
gegevensanalyse
data analysis
gegevens verzamelen
data collection
statistische analyse
statistical analysis
tijdreeksen
time series
stochastische processen
stochastic processes
bemonsteren
sampling
Data Processing, Database Management
Statistical Analysis
Geographical Information Systems
Gegevensverwerking, databasebeheer
Statistische analyse
Geografische informatiesystemen
Electronic books.
dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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