Science/Engineering Niche Modeling: Predictions from Statistical Distributions (1584884940)

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Publisher: Chapman

Language: English

ISBN: 1584884940

Paperback: 224 pages

Data: Dec 2006

Format: PDF

Description: Using theory, applications, and examples of inferences, Niche Modeling: Predictions from Statistical Distributions demonstrates how to conduct and evaluate niche modeling projects in any area of application. It features a series of theoretical and practical exercises for developing and evaluating niche models using the R statistics language. The author discusses applications of predictive modeling methods with reference to valid inferences from assumptions. He elucidates varied and simplified examples with rigor and completeness. Topics include geographic information systems, multivariate modeling, artificial intelligence methods, data handling, and information infrastructure. Above all, successful niche modeling requires a deep understanding of the process of creating and using probability. Off-the-shelf statistical packages are tailored exactly to applications but can hide problematic complexities. Recipe book implementations fail to educate users in the details, assumptions, and pitfalls of analysis, but may be able to adapt to the specific needs of each study. Examining the sources of errors such as autocorrelation, bias, long term persistence, nonlinearity, circularity, and fraud, this seminal reference provides an understanding of the limitations and potential pitfalls of prediction, emphasizing the importance of avoiding errors.

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	Science/Engineering N. Balakrishnan, V. B. Nevzorov - A Primer on Statistical Distributions N. Balakrishnan, V. B. Nevzorov, "A Primer on Statistical Distributions"Wiley InterScience \| ISBN 0471427985 \| Year 2003 \| 328 pages \| DjVu \| 1.9 MBDesigned as an introduction to statistical distribution theory.Includes a first chapter on b ...
	Science/Engineering Statistical Analysis of Finite Mixture Distributions D. M. Titterington, "Statistical Analysis of Finite Mixture Distributions" John Wiley & Sons \| 1986 \| ISBN: 0471907634 \| 254 pages \| PDF \| 55,2 MB In this book, the authors give a complete account of the applications, mathematical s ...
	Mathematics Statistical Distributions in Engineering Statistical Distributions in Engineering Cambridge University Press \| ISBN: 0521635063 \| 1999-01-13 \| PDF \|376 pages \| 8 Mb Engineers face numerous uncertainties in the design and development of products and processes. To deal with the unce ...
	Mathematics Statistical Distributions Statistical DistributionsWiley-Interscience \| ISBN: 0471371246 \| 2000-06-15 \| PDF \| 221 pages \| 8 Mb "Concise and useful summaries of the salient facts and formulas relating to [various] distributions." -Journal of the American Statistical ...
	Mathematics Statistical Distributions, 2 Ed Merran Evans, N. A. J. Hastings, Brian Peacock, "Statistical Distributions, 2 Ed" Wiley-Interscience \| 1993-07-15 \| ISBN: 0471559512 \| 192 pages \| PDF \| 7,2 MB From the reviews:"Concise and useful summaries of the salient facts and for ...
	Mathematics Niche Modeling: Predictions from Statistical Distributions (Chapman Author: David StockwellPublisher: Chapman & Hall/CRC (2006)Binding: Hardcover, 224 pagespricer: $94.95ISBN-10: 1584884940editorialreviewsUsing theory, applications, and examples of inferences, Niche Modeling: Predictions from Statistica ...

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