LibGuides: TIM-8501 v5: Lesson 5 Resources

Lesson 5 Resources

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

This reading provides foundational descriptive statistics.

Data Science Foundations with R, Zylabs.com

This chapter discusses foundational descriptive statistics.

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.
- Read Chapter 6: Univariate and Control Datasets.
- Read Chapter 7: Time Series Datasets.
- Read Chapter 8: Multivariate Datasets.
These chapters offer details of the EDA methods for various datasets.
R in Action, Third Edition
Kabacoff, Robert (2022). R in Action, Third Edition. O’Reilly Online Learning. https://learning.oreilly.com/library/view/r-in-action/9781617296055/
- Read Chapter 7: Basic Statistics.
This chapter provides step-by-step instructions for generating statistics in R.
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 9: Exploratory Data Analysis.
This video and the reading walk-through generating descriptive statistics including measures of center, dispersion, location, etc.