This is not an attempt at a comprehensive list of statistical topics; see that article.

Observable statistical phenomena

• Regression toward the mean
• Simpson's paradox
• Statistical dispersion
• Statistical independence
• Correlation
• Zipf-Mandelbrot law
• Benford's law

See also important publications in statistical phenomena.