Descriptive Statistics
Descriptive Statistics
| Function | Description |
|---|---|
Summary | 5- or 7-number quantile summary of the data |
ValueCounts | Unique values and their counts or proportions |
KDEmax | Location of maximum KDE density, also called Kernel Mode Estimate (KME) |
tmean | (Optionally trimmed) mean with its standard error and parametric CI |
MedianCI | Nonparametric confidence interval for the median based on the inverse binomial distribution |
BinomialCI | Conservative confidence interval for a binomial proportion |
IQR | Interquartile range, optionally corrected |
MAD | Median absolute deviation from the median, optionally corrected |
Qn | A robust scale statistic that is more efficient than IQR and MAD |
BoxWhiskers | Lower and upper boxplot whiskers using the 1.5xIQR rule. Can be used for outlier detection. |
NumUnique | Counts unique values in the input |
ListDupes | Lists values that occur more than once in a vector |