### Tools and Toys

Suppose

**X**has Standard Normal (Gaussian) distribution.
Suppose

**X**has Student's t-distribution with degrees of freedom.Order statistic: .

Arithmetic mean (aka average): .

Non-inferential standard deviation (aka population sd): .

SRS estimate of the population sd (aka sample sd): .