Sample Statistic

A statistic for a Sample used to estimate for a larger Population.

Definition

• For sample data as IID RV $X_1,X_2,\dots ,X_n{\sim }_{iid}{F}_X(x)$
• Sample statistics are RV Transformation of sample data

Statistics

• Sample Mean
• Sample Variance