Spatial Analysis: Wiley Series in Probability and Statistics
Autor John T. Kent, Kanti V. Mardiaen Limba Engleză Hardback – 26 mai 2022
In Spatial Analysis, two distinguished authors deliver a practical and insightful exploration of the statistical investigation of the interdependence of random variables as a function of their spatial proximity. The book expertly blends theory and application, offering numerous worked examples and exercises at the end of each chapter.
Increasingly relevant to fields as diverse as epidemiology, geography, geology, image analysis, and machine learning, spatial statistics is becoming more important to a wide range of specialists and professionals. The book includes:
- Thorough introduction to stationary random fields, intrinsic and generalized random fields, and stochastic models
- Comprehensive exploration of the estimation of spatial structure
- Practical discussion of kriging and the spatial linear model
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Specificații
ISBN-13: 9780471632054
ISBN-10: 0471632058
Pagini: 400
Dimensiuni: 153 x 235 x 27 mm
Greutate: 0.69 kg
Editura: John Wiley & Sons, Inc.
Colecția Wiley Series in Probability and Statistics
Seria Wiley Series in Probability and Statistics
Locul publicării:Chichester, United Kingdom
ISBN-10: 0471632058
Pagini: 400
Dimensiuni: 153 x 235 x 27 mm
Greutate: 0.69 kg
Editura: John Wiley & Sons, Inc.
Colecția Wiley Series in Probability and Statistics
Seria Wiley Series in Probability and Statistics
Locul publicării:Chichester, United Kingdom
Public țintă
Advanced undergraduate, postgraduate, researchers and reference for applied workers.Cuprins
Introduction; Stationery Random Fields; Intrinsic and Generalized Random Fields; Stochastic Models; Estimation of Spatial Structure; Kriging; Spatial Linear Model and Design for Experiments; Imaging Application
Descriere
Covering a growing area of research, Spatial Analysis highlights the latest advances in the field with an emphasis on applications. Written by world–renowned authors, this breakthrough text provides insight into the statistical investigation of the interdependence of random variables as a function of their proximity in space and time.