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Random Fields for Spatial Data Modeling
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Type: BOOK - Published: 2020-02-17 - Publisher: Springer Nature

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This book provides an inter-disciplinary introduction to the theory of random fields and its applications. Spatial models and spatial data analysis are integral
Collecting Spatial Data
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Authors: Werner G. Müller
Categories: Business & Economics
Type: BOOK - Published: 2007-08-17 - Publisher: Springer Science & Business Media

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The book is concerned with the statistical theory for locating spatial sensors. It bridges the gap between spatial statistics and optimum design theory. After i
Random Fields on a Network
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Authors: Xavier Guyon
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Type: BOOK - Published: 1995-06-23 - Publisher: Springer Science & Business Media

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The theory of spatial models over lattices, or random fields as they are known, has developed significantly over recent years. This book provides a graduate-lev
Random Field Models in Earth Sciences
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This book is about modeling as a prinicipal component of scientific investigations. In general terms, modeling is the funamental process of combining intellectu
Gaussian Markov Random Fields
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Authors: Havard Rue
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Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics - a very active area of research in which few up-to-date reference works a