… function.

While the _statistics helper is private and not intended to be called
directly, it is possible to do so.  That would bypass the parameter
validation checks in the pure python calling code.

Accordingly, we need to add parameter checks to avoid undefined
behavior (division by zero) or errors in the underlying functions
(negative square root or non-positive argument for logarithm).