Theory of Spatial Statistics

Descriere Theory of Spatial Statistics

Theory of Spatial Statistics: A Concise Introduction 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. \n \n 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. \n \n Features \n * Presents the mathematical foundations of spatial statistics. \n * Contains worked examples from mining, disease mapping, forestry, soil and environmental science, and criminology. \n * Gives pointers to the literature to facilitate further study. \n * Provides example code in R to encourage the student to experiment. \n * Offers exercises and their solutions to test and deepen understanding. \n \n The book is suitable for postgraduate and advanced undergraduate students in mathematics and statistics. \n

Detalii

Brand

Taylor & Francis

Categorie

ENSTK

EAN / GTIN

9780367146399

Magazine

1

Disponibilitate

in stock