Statistics Package Design Resolutions #163
Description
Reorganize the classes in Statistics to optimize efficiency for different use cases.
For example, there are use cases for DistributionStatistics that do not require computation of the standard deviation. Some library users only care about the mean value.
Design and build an interface that provides more control over the computations that are run.
- Consider that the mean value is a prerequisite computation for standard deviation.
- Consider new computations such as the number of unique values, most frequent value (on integer types)