R and Tidyverse Tabular Data Analysis
I have updated the Tabular data analysis with R and Tidyverse course that analyze environmental health data from National Health and Nutrition Examination Survey (NHANES) a survey research program conducted by the National Center for Health Statistics (NCHS) to assess the health and nutritional status of adults and children in the United States, and to track changes over time.
The complete course is meant to teach/learn how to use R and RStudio for data analysis, and provides a step by step learning of “base R” as well as the modern “Tidyverse” methods. Understanding both methods is useful as they are often used together or side by side in a “hybrid” form.
Materials (updated version (2024)
- HTML (Bookdown form)
- PDF (21.5Mb ,244 pages)
- New: Slides with preview – (or: simple list)
The 2 previous format were used: HTML is best to Copy/Paste the R code, while the PDF version is more suitable for printing, and in addition this format allows a page “Index” at the end that can prove useful.
For this revision, I created slides for all the chapters using the RStudio methods. Slides are in “ioslides” format and shown as HTML as well. They might be useful to teach the material in class. The link Slides with preview can be used to preview the slides while the simple list may make it easier in class.