Statistics | |
|---|---|
| Descriptive statistics |
Mean (Arithmetic, Geometric) - Median - Mode - Power - Variance - Standard deviation |
| Inferential statistics |
Hypothesis testing - Significance - Null hypothesis/Alternate hypothesis - Error - Z-test - Student's t-test - Maximum likelihood - Standard score/Z score - P-value - Analysis of variance |
| Survival analysis |
Survival function - Kaplan-Meier - Logrank test - Failure rate - Proportional hazards models |
| Probability distributions | |
| Correlation |
Confounding variable - Pearson product-moment correlation coefficient - Rank correlation (Spearman's rank correlation coefficient, Kendall tau rank correlation coefficient) |
| Regression analysis |
Linear regression - Nonlinear regression - Logistic regression |
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