Statistics in Natural Resources: Applications with R

Author:   Matthew Russell
Publisher:   Taylor & Francis Ltd
ISBN:  

9781032258782


Pages:   334
Publication Date:   19 August 2022
Format:   Hardback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Statistics in Natural Resources: Applications with R


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Full Product Details

Author:   Matthew Russell
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Weight:   1.540kg
ISBN:  

9781032258782


ISBN 10:   1032258780
Pages:   334
Publication Date:   19 August 2022
Audience:   College/higher education ,  Tertiary & Higher Education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1 Visualizing Data 2 Summary statistics and distributions 3 Probability 4 Hypothesis tests for means and variances 5 Inference for counts and proportions 6 Inference for two-way tables 7 Sample size and statistical power 8 Linear regression 9 Multiple regression 10 Analysis of variance 11 Analysis of covariance 12 Logistic regression 13 Count regression 14 Linear mixed models 15 Communicating statistical results with visualizations

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Author Information

Matthew Russell is a forest analytics consultant at Arbor Custom Analytics LLC where he uses data to solve natural resources problems. He is the author/co-author of more than 75 peer-reviewed publications focused on applied forestry research. He has conducted extensive research and teaching on topics related to forest modeling and statistics. He regularly offers short courses and workshops on data science and R for natural resources and environmental professionals.

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