Models for Ecological Data 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


Models for Ecological Data

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Clark, J.S. 作者
Princeton Univ Pr
譯者
2007-5 出版日期
152 頁數
$ 29.32 價格
Pap
叢書系列
9780691122625 圖書編碼

Models for Ecological Data 在線電子書 圖書標籤: statistics  Bayes   


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發表於2024-12-25

Models for Ecological Data 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Models for Ecological Data 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Models for Ecological Data 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



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Models for Ecological Data 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Models for Ecological Data 在線電子書 圖書描述

The environmental sciences are undergoing a revolution in the use of models and data. Facing ecological data sets of unprecedented size and complexity, environmental scientists are struggling to understand and exploit powerful new statistical tools for making sense of ecological processes. In "Models for Ecological Data", James Clark introduces ecologists to these modern methods in modeling and computation. Assuming only basic courses in calculus and statistics, the text introduces readers to basic maximum likelihood and then works up to more advanced topics in Bayesian modeling and computation.Clark covers both classical statistical approaches and powerful new computational tools and describes how complexity can motivate a shift from classical to Bayesian methods. Through an available lab manual, the book introduces readers to the practical work of data modeling and computation in the language R. Based on a successful course at Duke University and National Science Foundation-funded institutes on hierarchical modeling, "Models for Ecological Data" will enable ecologists and other environmental scientists to develop useful models that make sense of ecological data. It features: consistent treatment from classical to modern Bayes; underlying distribution theory to algorithm development; many examples and applications; does not assume statistical background; extensive supporting appendixes; and, accompanying lab manual in R.

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