Population parameters are the characteristics of the larger group, while statistics refers to the characteristics of the sample.

A distinguishing feature of a ratio scale is an absolute zero point.

There is a .025 probability of error on either side of the normal curve when the alpha level is set at .05

Standard deviation is associated with the "mean".