Statistical methods for spatial data analysis /

Schabenberger, Olive

Statistical methods for spatial data analysis / by Olive Schabenberger - Boca Raton: Chapman and Hall/CRC, 2005. - xvii, 488 p.

1.Introduction--
2.Some theory on random fields --
3.Mapped point patterns--
4.Semivariogram and covariance function analysis and estimation--
5.Spatial prediction and Kriging --
6.Spatial regression models--
7.Simulation of random fields --
8.Non stationary covariance--
9.Spatio- Temporal processes

Offers a comprehensive treatment of statistical theory and methods for spatial data analysis, employing a model-based and frequentist approach that emphasizes the spatial domain. This book delivers a treatment of semivariogram estimation and modeling, spatial analysis in the spectral domain, and spatial regression.

9781584883227


GEN

519.5 / SCH-S

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