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Description - Nonparametric Function Estimation, Modeling, and Simulation by James R. Thompson

Topics emphasized include nonparametric density estimation as an exploratory device plus the deeper models to which the exploratory analysis points, multi-dimensional data analysis, and analysis of remote sensing data, cancer progression, chaos theory, epidemiological modeling, and parallel based algorithms. New methods discussed are quick nonparametric density estimation based techniques for resampling and simulation based estimation techniques not requiring closed form solutions. Special features include:* Concrete examples illustrate the theories presented.* Multi-dimensional problems are addressed.* A computer is used as an integral part of the modeling process.

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Book Details

ISBN: 9780898712612
ISBN-10: 0898712610
Format: Paperback
(229mm x 152mm x 19mm)
Pages: 320
Imprint: Society for Industrial & Applied Mathematics,U.S.
Publisher: Society for Industrial & Applied Mathematics,U.S.
Publish Date: 1-Jan-1987
Country of Publication: United States

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