Question

In: Statistics and Probability

Eight breasts of 7− to 8−week old broiler chickens weighing 0.9 to 1.2 kilograms were taken...

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.

Solutions

Expert Solution

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


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