Correlation Coefficient Bfec05
1. **State the problem:** Calculate the correlation coefficient $r_{x1y}$ using the formula:
$$r_{x1y} = \frac{N \sum X_1Y - (\sum X_1)(\sum Y)}{\sqrt{[N \sum X_1^2 - (\sum X_1)^2][N \sum Y^2 - (\sum Y)^2]}}$$
2. **Given values:**
- $N = 100$
- $\sum X_1Y = 29639$
- $\sum X_1 = 1661$
- $\sum Y = 1740$
- $\sum X_1^2 = 30167$
- $\sum Y^2 = 33698$
3. **Calculate numerator:**
$$100 \times 29639 - 1661 \times 1740 = 2963900 - 2887140 = 76760$$
4. **Calculate denominator parts:**
- First part:
$$100 \times 30167 - 1661^2 = 3016700 - 2758921 = 257779$$
- Second part:
$$100 \times 33698 - 1740^2 = 3369800 - 3027600 = 342200$$
5. **Calculate denominator:**
$$\sqrt{257779 \times 342200} = \sqrt{88209503800} \approx 297007.54$$
6. **Calculate correlation coefficient:**
$$r_{x1y} = \frac{76760}{297007.54} \approx 0.2585$$
**Final answer:**
$$r_{x1y} \approx 0.259$$