Chapter by chapter
Chapter by chapter
Get more information on chapters and links to get auxiliary material such as slides, links to further reading, and for some chapters, additional material.
Chapter 01 Origins of data
What data is, how to collect it, and how to assess its quality
MORE on Chapter 01
Lecture slides
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Additional material
Links to Further Reading
Additional material: HERE
Chapter 03
Chapter 04
Chapter 05
Chapter 06
Chapter 07 Simple regression
Why and how to carry out simple regression analysis, and how to interpret its results
Lecture slides
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PDF Ch07 slides in pdf
Additional material
Links to Further Reading and Additional material: HERE
Chapter 08 Complicated patterns and messy data
How to uncover nonlinear patterns with linear regression, and how to deal with influential observations and measurement error in regression analysis
Lecture slides
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PDF Ch08 slides in pdf
Additional material
Links to Further Reading and Additional material: HERE