Report Writing for Data Science in R

Table of Contents 4 Stay in Touch! 5 Getting Started with R 6 What is Reproducible Reporting? 8 The Data Science Pipeline 15 Literate Statistical Programming 19 Organizing a Data Analysis 22 Structure of a Data Analysis: Part 1 29 Structure of a Data Analysis: Part 2 37 Markdown 55 Using knitr for Reproducible Reports 62 Communicating Results Over E-mail 84 Reproducibility Check List 89 Evidence-based Data Analysis 101 Public Reproducibility Resources 117 About the Author 120