Chapter 5 Homework Session 5.4 — Covariance & Correlation
Dataset: chapter5_homework_data.csv Variables: Class_Participation and Statics_Grade (150 students).
1) Objective
Use Excel to compute summary statistics for the dataset and analyze the relationship between Class Participation and Statics Grade.
2) Tasks
- Compute for each variable:
- Mean (μ)
- Variance (Var)
- Standard Deviation (σ)
- Compute for both variables together:
- Covariance
- Correlation coefficient (ρ)
- Write a short interpretation:
- Is the relationship positive or negative?
- Is it strong or weak?
3) Hints
- Use Excel functions:
=AVERAGE(range)
=VAR.P(range)
or=VAR.S(range)
=STDEV.P(range)
or=STDEV.S(range)
=COVARIANCE.P(range1,range2)
=CORREL(range1,range2)
- Label all results clearly in your Excel sheet.
4) Deliverable
- Submit an Excel file with all computed values and labeled formulas.
- Add 2–3 sentences interpreting your correlation result.