Statistics of the Boolean Model for Practitioners and Mathematicians
Published on 19. December 1996
Book
Hardback
VI, 170 pages
978-0-471-97102-3 (ISBN)
Description
This work represents a comprehensive account of all existing methods of statistical estimation for Boolean models. It summarizes the available theory concerning Boolean models in a form accessible for mathematically aware scientists working in stochastic geometry, image analysis and microscopy. Written in lecture note style, it has two levels of presentation - one orientated to applied mathematicians and the other for general mathematicians.
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Content
The Boolean Model. Estimation of Aggregate Parameters. Estimation of Functional Aggregate Parameters. Estimation of Numerical Individual Parameters. Estimation of Set-Valued Individual Parameters. Individual Parameters: Distributions. Other Sampling Schemes. Testing the Boolean Model Assumption. An Example. Concluding Remarks. References. Index.