LibGuides: TIM-8501 v5: Lesson 4 Resources

Lesson 4 Resources

Applied Statistics with Data Analytics (R), Zylabs.com

Read 2.6 through 2.8, Scatter plots through data visualization example.

This reading expands graphing to multivariate space.

Data Science Foundations with R, Zylabs.com

Review Chapter 6. Data Exploration.

This chapter provides foundational graphs and code.

ACCESS your Zylabs.com material from the Lesson module in your course.

Hands-on Exploratory Data Analysis with R: Become an Expert in Exploratory Data Analysis using R Packages
Datar, R., & Garg, H. (2019). Hands-on exploratory data analysis with R: Become an expert in exploratory data analysis using R packages. O'Reilly Media, Inc.
- Review Chapter 5. Creating Aesthetically Pleasing Reports with R Markdown.
This chapter expands Markdown skills for students.
R Programming for Statistics and Data Science
R Programming for Statistics and Data Science (Media from Packt Publishing available freely through O’Reilly Media Inc.). (2018).
- Watch and Read Chapter 8 ‘Building a Scatterplot with ggplot2’.
This video and the reading demonstrate a multivariate graph in R.
NIST/SEMATECH Engineering Statistics Handbook
Smeaton, A. (2003). NIST/SEMATECH Engineering Statistics Handbook. https://www.itl.nist.gov/div898/handbook/
- Read Chapter 1.3.1. through 1.3.4. EDA Techniques Introduction, Analysis Questions, Graphical Techniques Alphabetical, Graphical Techniques by Category.
Provides numerous examples of univariate and multivariate graphs.
R for Data Science
Wickham, H., Çetinkaya-Rundel, M., & Grolemund, G. (2023). R for data science. " O'Reilly Media, Inc."
- Read Chapter 1, Data Visualization.
This chapter provides foundational graphs and R examples.
R Markdown: The Definitive Guide
Xie, Y., Allaire, J. J., & Grolemund, G. (2018). R markdown: The definitive guide. CRC Press. https://bookdown.org/yihui/rmarkdown/
- Read Chapter 3. HTML Documents.
- Read Chapter 6. Tufte Handouts.
This reading demonstrates building Tufte-compliant graphical handouts.

Optional Resources

The Complete ggplot2 Tutorial - Part1 | Introduction To ggplot2 (Full R code)
Prabhakaran, S. (2023). The complete ggplot2 tutorial. R-statistics.co. Available online https://r-statistics.co/Complete-Ggplot2-Tutorial-Part1-With-R-Code.html (retrieved 20 August 2023).