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Titlebook: Forest Analytics with R; An Introduction Andrew P. Robinson,Jeff D. Hamann Textbook 2011 Springer Science+Business Media, LLC 2011 forest b

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書目名稱Forest Analytics with R
副標(biāo)題An Introduction
編輯Andrew P. Robinson,Jeff D. Hamann
視頻videohttp://file.papertrans.cn/346/345489/345489.mp4
概述Use of real datasets provides detailed and realistic examples of forestry data handling and analysis.Guided by forestry problems, not by statistical tools, so all material is driven by context instead
叢書名稱Use R!
圖書封面Titlebook: Forest Analytics with R; An Introduction Andrew P. Robinson,Jeff D. Hamann Textbook 2011 Springer Science+Business Media, LLC 2011 forest b
描述.Forest Analytics with R. combines practical, down-to-earth forestry data analysis and solutions to real forest management challenges with state-of-the-art statistical and data-handling functionality.?Theauthors adopt a problem-driven approach, in which statistical and mathematical tools are introduced in the context of the forestry problem that they can help to resolve.?All the tools are introduced in the context of real forestry datasets, which provide compelling examples of practical applications.The modeling challenges covered within the book include imputation and interpolation for spatial data, fitting probability density functions to tree measurement data using maximum likelihood, fitting allometric functions using both linear and non-linear least-squares regression, and fitting growth models using both linear and non-linear mixed-effects modeling.?The coverage also includes deploying andusing forest growth models written in compiled languages, analysis of natural resources and forestry inventory data, and forest estate planning and optimization using linear programming. The book would be ideal for a one-semester class in forest biometrics or applied statistics for natural r
出版日期Textbook 2011
關(guān)鍵詞forest biometrics; forest informatics; forest management; forest statistics; natural resources managemen
版次1
doihttps://doi.org/10.1007/978-1-4419-7762-5
isbn_softcover978-1-4419-7761-8
isbn_ebook978-1-4419-7762-5Series ISSN 2197-5736 Series E-ISSN 2197-5744
issn_series 2197-5736
copyrightSpringer Science+Business Media, LLC 2011
The information of publication is updating

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