Spatial analysis

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"This book provides insight into the statistical investigation of the interdependence of random variables as a function of their proximity in space and time. Interest in this area is being fuelled by the growing need to analyse data from many fields of application."--

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Title Statements

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

Summary

Edition Statements

Publication Date:©2022

Publication Statements

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

The Physical Object

Description:1 online resource (xxviii, 372 pages) : : illustrations (some color).

Edition Identifiers

ISBN:9781118763551, 1118763556, 9781118763575, 1118763572, 9781118763568, 1118763564
oclc:on1285369361
LC Classification:QA278.2
Dewey Decimal:001.4/22

Appendix A: Mathematical background 357 A.1 Domains for sequences and functions 357 A.2 Classes of sequences and functions 358 A.2.1 Functions on the domain Rd 359 A.2.2 Sequences on the domain Zd 359 A.2.3 Classes of functions on the domain Sd 1 360 A.2.4 Classes of sequences on the domain Zd N, where N = (n[1]; : : : ; n[d]) 360 A.3 Matrix algebra 360 A.3.1 The spectral decomposition theorem 360 A.3.2 Moore-Penrose generalized inverse 361 A.3.3 Orthogonal projection matrices 362 A.3.4 Partitioned matrices 363 A.3.5 Schur product 364 A.3.6 Woodbury formula for a matrix inverse 364 A.3.7 Quadratic forms 365 A.3.8 Toeplitz and circulant matrices 366 A.3.9 Tensor product matrices 367 A.3.