R for conservation and development projects : a primer for practitioners

著者

    • Whitmore, Nathan

書誌事項

R for conservation and development projects : a primer for practitioners

Nathan Whitmore

(The R series)

CRC Press, 2021

  • : pbk

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注記

“A Chapman & Hall book"

Includes index

内容説明・目次

内容説明

Simple English format Foundation sections on inference and evidence, and data integration in project management Exploration of R usage through a narrative examining a generic integrated conservation and development project A final section on R for reproducible workflow Accompanied by an R package

目次

1. Introduction 2. Inference and Evidence 3. Data integration in project management 4. Getting started in R 5. Introduction to data frames 6. The Waihi project 7. ggplot2: graphing with the tidyverse 8. Customising a ggplot 9. Data wrangling 10. Data cleaning 11. Working with dates and time 12. Working with spatial data 13. Common R code mistakes and quirks 14. Basic statistical concepts 15. Understanding linear models 16. Extensions to linear models 17. Introduction to clustering and classification 18. Reporting and worked examples 19. Epilogue

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