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Theory of spatial statistics: a concise introduction/ M N M van Lieshout

By: Series: Texts in Statistical SciencePublication details: Boca Raton: CRC Press, 2019Description: xiii, 168 pages, 24 cmISBN:
  • 9780367146429
Subject(s): DDC classification:
  • 23 SA.052 L716
Contents:
Introduction -- Random field modelling and interpolation -- Models and inference for areal unit data -- Spatial point processes
Summary: presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inference. It contains full proofs, real-life examples and theoretical exercises. Solutions to the latter are available in an appendix. Assuming maturity in probability and statistics, these concise lecture notes are self-contained and cover enough material for a semester course. They may also serve as a reference book for researchers.
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Includes index

Introduction -- Random field modelling and interpolation -- Models and inference for areal unit data -- Spatial point processes

presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inference. It contains full proofs, real-life examples and theoretical exercises. Solutions to the latter are available in an appendix.
Assuming maturity in probability and statistics, these concise lecture notes are self-contained and cover enough material for a semester course. They may also serve as a reference book for researchers.

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