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...
| Άλλοι συγγραφείς: | , |
|---|---|
| Μορφή: | Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Chichester, West Sussex, United Kingdom :
Wiley,
2013.
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| Σειρά: | Statistics in practice.
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.
