Matthew Russell

Statistics in Natural Resources (eBook, PDF)

Applications with R

• Format: PDF

Produktbeschreibung

This book focuses on the application of statistical analyses in the environmental, agricultural, and natural resources disciplines.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 354
• Erscheinungstermin: 19. August 2022
• Englisch
• ISBN-13: 9781000637885
• Artikelnr.: 64345441

Autorenporträt

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.

Inhaltsangabe

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