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Simple linear regression for public health
  • Simple linear regression for public health
  • Key Points
  • Glossary
  • Learner Profiles
    • Discussion
    • Figures
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Simple linear regression for public health
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Summary and Setup
1. An introduction to linear regression
2. Linear regression with one continuous explanatory variable
3. Linear regression with a two-level factor explanatory variable
4. Making predictions from a simple linear regression model
5. Assessing simple linear regression model fit and assumptions
6. Optional: linear regression with a multi-level factor explanatory variable

  • Key Points
  • Glossary
  • Learner Profiles
  • Discussion
  • Figures

See all in one page

An introduction to linear regression


Linear regression with one continuous explanatory variable


Figure 1


Figure 2


Figure 3


Figure 4


Linear regression with a two-level factor explanatory variable


Figure 1


Figure 2


Figure 3


Figure 4


Figure 5


Making predictions from a simple linear regression model


Assessing simple linear regression model fit and assumptions


Figure 1


Figure 2


Figure 3


Figure 4


Figure 5


Figure 6


Figure 7


Figure 8


Figure 9


Figure 10


Figure 11


Optional: linear regression with a multi-level factor explanatory variable


Figure 1


Figure 2


Figure 3


Figure 4



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Template licensed under CC-BY 4.0 by The Carpentries

Built with sandpaper (0.16.4), pegboard (0.7.5), and varnish (1.0.2)


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