Bartlett Test 20860B
1. **Stating the problem:**
We are given three groups with sample sizes $n_1=4$, $n_2=5$, $n_3=4$ and variances $s_1^2=6.67$, $s_2^2=2.50$, $s_3^2=6.67$. We want to test the homogeneity of variances using Bartlett's test.
2. **Formula for pooled variance $S_p^2$:**
$$S_p^2 = \frac{\sum_{i=1}^k (n_i - 1)s_i^2}{N - k}$$
where $N = \sum n_i$ and $k$ is the number of groups.
3. **Calculate pooled variance:**
$$N = 4 + 5 + 4 = 13, \quad k = 3$$
$$S_p^2 = \frac{(4-1)6.67 + (5-1)2.50 + (4-1)6.67}{13 - 3} = \frac{20.01 + 10.00 + 20.01}{10} = \frac{50.02}{10} = 5.002$$
4. **Formula for Bartlett's test statistic $\chi^2$:**
$$\chi^2 = (N-k) \ln(S_p^2) - \sum_{i=1}^k (n_i - 1) \ln(s_i^2)$$
5. **Calculate $\chi^2$:**
$$\chi^2 = 10 \times \ln(5.002) - [3 \times \ln(6.67) + 4 \times \ln(2.50) + 3 \times \ln(6.67)]$$
Calculate each term:
$$10 \times 1.609 = 16.09$$
$$3 \times 1.898 = 5.694$$
$$4 \times 0.916 = 3.664$$
$$3 \times 1.898 = 5.694$$
Sum inside bracket:
$$5.694 + 3.664 + 5.694 = 15.052$$
So,
$$\chi^2 = 16.09 - 15.052 = 1.038$$
6. **Decision rule:**
Compare $\chi^2$ calculated with $\chi^2$ table value at $\alpha=0.05$ and degrees of freedom $df = k-1 = 2$:
$$\chi^2_{table} = 5.991$$
7. **Conclusion:**
Since $\chi^2_{calculated} = 1.038 < 5.991 = \chi^2_{table}$, we fail to reject $H_0$.
**Interpretation:** The variances are homogeneous.
**Final answer:**
**B. Gagal tolak H₀, varians homogen karena χ² hitung < χ² tabel**