Statistics
The math of data collection and analysis. Very useful for finding trends and making predictions!
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1. Sensitivity analysis
Quantifying whether tests for diseases are any good
If you test positive/negative, what are your chances?
Sensitivity vs. specifity, cutoff selection, and ROC curves
How rare a disease is, and how it affects PPV and NPV
2. Distributions
3. Regression analysis
4. Hypothesis testing
