描述
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.
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.
Features* Presents the mathematical foundations of spatial statistics.
* Contains worked examples from mining disease mapping forestry soil and environmental science and criminology.
* Gives pointers to the literature to facilitate further study.
* Provides example code in R to encourage the student to experiment.
* Offers exercises and their solutions to test and deepen understanding.
The book is suitable for postgraduate and advanced undergraduate students in mathematics and statistics.
. Language: English
-
品牌:
Unbranded
-
类别:
杂志
-
语言:
English
-
出版日期:
2019/03/08
-
艺术家:
M.N.M. van Lieshout
-
页数:
182
-
出版社/标签:
CRC Press
-
格式:
Hardback
-
Fruugo ID:
337949191-741608959
-
ISBN:
9780367146429