Statistical procedures
Univariate statistics
- Summary statistics
- Outlier detection
- Histogram
- Cumulative distribution plot
- Normal plot
- Box-and-whisker plot
Correlation and regression
- Correlation
- Partial correlation
- Rank correlation
- Regression
- Multiple regression
- Logistic regression
- Probit regression (Dose-Response analysis)
- Non-linear regression
Comparison of samples
- One sample t-test
- Independent samples t-test
- Paired samples t-test
- Variance ratio test (F-test)
- Signed rank sum test (one sample)
- Mann-Whitney test (independent samples)
- Wilcoxon test (paired samples)
ANOVA
Crosstabs
- Frequency table & Chi-squared test
- Fisher's exact test
- McNemar test
- Cochran's Q test
- Relative risk & Odds ratio
- Cochran–Mantel–Haenszel test
Survival
Meta-analysis
- Continuous measure
- Correlation
- Proportion
- Relative risk
- Risk difference
- Odds ratio
- Area under ROC curve
- Generic inverse variance method
Reference intervals
Method comparison
- Bland-Altman plot
- Passing-Bablok regression
- Mountain plot
- Coefficient of variation from duplicate measurements
Agreement & responsiveness
- Intraclass correlation coefficient
- Concordance correlation coefficient
- Inter-rater agreement (Kappa)
- Cronbach's Alpha
- Responsiveness
ROC curve analysis
- ROC curve analysis
- Comparison of ROC curves
- Precision-recall curve
- Comparison of precision-recall curves
More graphs