Spatial analysis

by Kent, J. T., (John T.)

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Title Statements

Full title :Spatial analysis / John T. Kent, Kanti V. Mardia.

Edition Statements

Publication Date:2022.

Publication Statements

Publisher(s):John Wiley & Sons, Inc
Place of Publication:Hoboken
Language:eng
Publication Date:2022.

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9781118763575, 1118763572, 9781118763568, 1118763564
oclc:on1351961885
LC Classification:QA278.2
Dewey Decimal:001.422

Cover -- Title Page -- Copyright -- Contents -- List of Figures -- List of Tables -- Preface -- List of Notation and Terminology -- Chapter 1 Introduction -- 1.1 Spatial Analysis -- 1.2 Presentation of the Data -- 1.3 Objectives -- 1.4 The Covariance Function and Semivariogram -- 1.4.1 General Properties -- 1.4.2 Regularly Spaced Data -- 1.4.3 Irregularly Spaced Data -- 1.5 Behavior of the Sample Semivariogram -- 1.6 Some Special Features of Spatial Analysis -- Exercises -- Chapter 2 Stationary Random Fields -- 2.1 Introduction -- 2.2 Second Moment Properties -- 2.3 Positive Definiteness and the Spectral Representation -- 2.4 Isotropic Stationary Random Fields -- 2.5 Construction of Stationary Covariance Functions -- 2.6 Matérn Scheme -- 2.7 Other Examples of Isotropic Stationary Covariance Functions -- 2.8 Construction of Nonstationary Random Fields -- 2.8.1 Random Drift -- 2.8.2 Conditioning -- 2.9 Smoothness -- 2.10 Regularization -- 2.11 Lattice Random Fields -- 2.12 Torus Models -- 2.12.1 Models on the Continuous Torus -- 2.12.2 Models on the Lattice Torus -- 2.13 Long-range Correlation -- 2.14 Simulation -- 2.14.1 General Points -- 2.14.2 The Direct Approach -- 2.14.3 Spectr…