In: Statistics and Probability
Eight breasts of 7− to 8−week old broiler chickens weighing 0.9 to 1.2 kilograms were taken at random from a poultry-processing plant. The concentration of sarcoplasmic protein (mg N/g tissue) in the breast muscles of these specimens were measured before and after they were irradiate with 10 kGy. The data are presented below:
Sarcoplasmic Protein (mg/g) | ||
---|---|---|
Specimen # | Before | After |
1 | 14.6 | 12.8 |
2 | 14.0 | 13.5 |
3 | 13.9 | 13.6 |
4 | 14.3 | 13.3 |
5 | 13.6 | 13.9 |
6 | 13.7 | 13.9 |
7 | 14.1 | 13.3 |
8 | 14.3 | 13.5 |
a) (7 points) At the 2.5 percent level, is there a significant decrease in the true mean sarcoplasmic protein after irradiation? State the assumption(s) required for the test.
b) (3 points) Construct a 95% confidence interval for the μdμd.
Step 1:
Ho: ≤ 0
Ha: > 0
Step 2: Paired T test
employee | Before | After | Diff (Bef-after) | Dev (diff - mean) | Sq deviation |
1 | 14.6 | 12.8 | 1.8 | 1.21 | 1.47 |
2 | 14.0 | 13.5 | 0.5 | -0.09 | 0.01 |
3 | 13.9 | 13.6 | 0.3 | -0.29 | 0.08 |
4 | 14.3 | 13.3 | 1.0 | 0.41 | 0.17 |
5 | 13.6 | 13.9 | -0.3 | -0.89 | 0.79 |
6 | 13.7 | 13.9 | -0.2 | -0.79 | 0.62 |
7 | 14.1 | 13.3 | 0.8 | 0.21 | 0.05 |
8 | 14.3 | 13.5 | 0.8 | 0.21 | 0.05 |
Total | 113 | 108 | 4.700 | 0.0000 | 3.2288 |
mean diff = 4.7/ 8 = 0.588
standard dev= sD
t = 2.447
Step 3:
t critical (right tailed test) = 2.36462425
As the t stat falls in the rejection region, we reject the Null hypothesis.
Hence we have sufficient evidence to believe that there is a significant decrease in the true mean sarcoplasmic protein after irradiation.
(b) Confidence interval
t value = TINV( 0.025, 7) = 2.841
CI = 0.588 +/- 0.682 = -0.094 , 1.270