Models for Ecological Data pdf epub mobi txt 电子书 下载 2024


Models for Ecological Data

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Clark, J.S.
Princeton Univ Pr
2007-4
632
$ 107.35
HRD
9780691121789

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发表于2024-11-26

Models for Ecological Data epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Models for Ecological Data epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Models for Ecological Data pdf epub mobi txt 电子书 下载 2024



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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. There is consistent treatment from classical to modern Bayes. It includes the underlying distribution theory to algorithm development. Many examples and applications does not assume statistical background. It also includes extensive supporting appendixes.

Models for Ecological Data 下载 mobi epub pdf txt 电子书

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