Multivariate Geostatistics
An Introduction with Applications
Buch in deiner Nähe kaufen
Beschreibung
The book provides the applied scientist, engineer or statistician with an introduction to geostatistics stressing the multivariate aspects. Geostatistics offers a variety of models, methods and techniques for the analysis, estimation and display of multivariate data distributed in space or time. The book presents a brief review of statistical concepts, a detailed introduction to linear geostatistics, and an account of three basic methods of multivariate analysis. Moreover, it presents an advanced presentation of linear models for multivariate spatial or temporal data, including the recent bilinear model of coregionalization, and an introduction to non stationary geostatistics with a special focus on the external drift method.
The book presents the theory and practice of geostatistics applied to multivariate space- or time-dependent data. It is the first self-contained textbook on the analysis, modeling estimation and display of multivariate spatial data with geostatistics.
Autor*in
Hans Wackernagel
Themen in »Multivariate Geostatistics«
correlation correspondence analysis geostatistics linear regression principal component analysis statistics