Inferential Statistics

I. Goal of Inferential Statistics

II. Advantage of Random Sampling: Precise Error (Not an oxymoron)

III. Important Definitions and Concepts

A. Parameters

B. Statistics

C. Repeated Sampling

D. Sampling Distribution

E. Standard Deviation

F. Standard Error

IV. Central Limit Theorem

I. Confidence Intervals

II. Hypothesis Testing