**After completing this activity, students will be able to**:

- Calculate mean and standard deviation from given sample data.
- Apply Grubbs test to given sample data for the identification of outliers.
- Given an experimental framework, identify and explain the types of calibration methods (curves, addition, and internal standard) used.
- Differentiate between calibration methods needed for the accurate measurement of an analyte in several different matrices.
- Calculate and analyze FOM for calibration methods

**Allyson Fry-Petit, California State University Fullerton (afry@fullerton.edu)**

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