Summaries
- Arithmetic, geometric, and harmonic means, and corresponding
confidence intervals

- Medians and percentiles

- Measurement of central tendency
- Skewness and kurtosis

- Confidence intervals
- Means
- Proportions
- Exact binomial (Clopper–Pearson)
- Wald
- Wilson
- Jeffreys
- Agresti
- Variance
- Ratios
, proportions
, and totals
- Confidence intervals
- Standard errors
- Over groups
- Robust and cluster–robust SEs
- Intragroup tests
Tables and tabulations
- 1-
, 2-
, n-way 
- Pearson's chi-squared

- Likelihood-ratio chi-squared

- Cramér's V

- Fisher's exact (2 x 2 and r x c)

- Goodman and Kruskal's gamma

- Kendall's tau

- Cell statistics
- Expected count
- Contribution to Pearson chi-squared
- Contribution to likelihood-ratio chi-squared
Tables of summary statistics 
- Over groups and/or variables
- Statistics may include mean, count, sum, min, max, range, standard
deviation, variance, variation coefficient, standard error of
mean, skewness, kurtosis, median, percentiles, and interquartile range
Creation of datasets of summary statistics 
- Statistics by group or subgroup of observations
- Statistics: mean, standard deviation, count, min, max, median,
percentiles, and interquartile range
Pairwise comparisons of means 
- Pairwise differences in means with tests and confidence intervals
- Multiple-comparison adjustments: Bonferroni, Šidák,
Scheffé, Tukey HSD, Duncan, and Student–Newman–Keuls adjustments

- Group comparisons that are significant
- Balanced and unbalanced data
See
New in Stata 16
for more about what was added in Stata 16.