Lecture Slides

Andy P. Field

2023-11-28

Discovering Statistics lectures

  1. The SPINE of statistics: The linear model, parameters and estimation [pdf]
  2. The SPINE of statistics: standard error and confidence intervals [pdf]
  3. The SPINE of statistics: NHST [pdf]
  4. Model fit and multiple predictors [pdf]
  5. The beast of bias [pdf]
  6. Categorical predictors: comparing means [pdf]
  7. Contrast coding [pdf]
  8. Adjusting means [pdf]
  9. Factorial designs [pdf]
  10. Repeated measures designs [pdf]
  11. Mixed designs [pdf]
  12. Categorical outcomes [pdf]

An adventure in Statistics lectures

  1. The SPINE of statistics: The linear model, parameters and estimation [pdf]
  2. The SPINE of statistics: standard error and confidence intervals [pdf]
  3. The SPINE of statistics: NHST [pdf]
  4. Beyond significance testing [pdf]
  5. Model fit and multiple predictors [pdf]
  6. The beast of bias [pdf]
  7. Categorical predictors: comparing means [pdf]
  8. Contrast coding [pdf]
  9. Adjusting means [pdf]
  10. Factorial designs [pdf]
  11. Multilevel models
  12. Repeated measures as a multilevel model [pdf]
  13. Growth models [pdf]
  14. Categorical outcomes [pdf]

R lectures

  • Getting started in R, RStudio and R Markdown [pdf]
  • Multilevel models (pre 2022) [pdf]

Meta-analysis

  • Meta-analysis: overview
  • Meta-analysis: data

Extras

  • Conditional probability [pdf]