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UTAustinX: UT.7.11x Foundations of Data Analysis - Part 1

Readings

Week One

Week Two

Week Three

Chapter 1: Introduction to Data

[Optional] Excerpt 1: Advanced High School Statistics

Chapter 2: How to Look at Data

Chapter 3: Describing Distributions

Chapter 4: Normal Distributions 

[Optional] Excerpt 2: Advanced High School Statistics 

Chapter 5: Relationships Between Quantitative Variables

[Optional] Excerpt 3: Advanced High School Statistics

Week Four

Week Five

Week Six

Chapter 6: Relationships Between Categorical Variables

[Optional] Excerpt 4: Advanced High School Statistics

Chapter 7: Functions as Models

Chapter 8: Linear Models

[Optional] Excerpt 5: Advanced High School Statistics

Chapter 9: Exponential Models

Chapter 10: Logistic Models

Readings for statistics and beyond!

If you are interested in learning even more about statistics, below are a few books that Dr. Mahometa personally recommends. None of the information will be tested. These books are  suggested readings for after the course finishes in case you want to continue learning.

  • Correlation and Regression: Applications for Industrial Organizational Psychology and Management by Philip Bobko

  • Multiple Regression and Beyond by Timothy Z. Keith

  • R in Action by Robert Kabacoff