critical-thinking/course_outline/course5-Data Literacy

Data Concepts

1. Simpsons Paradox
2. Probabilty Interpretations
   • Random Variables
   • Understanding Random Variables
3. Metadata
4. Observational_study
5. Data Generation
   • DGP
   • DGP Schematic
   • DGP Example
6. Statistical Sampling
7. Indicators
8. Stochastic Processes
9. Randomized Control Trials
10. Observational Studies: Cohort and Case-Control Studies
11. Hypothesis testing, type I and type II errors
12. Cherry Picking
13. Misuse of Statistics
14. Placebo Effect and Nocebo
15. Self Fulfilling Prophecy