Question

In: Statistics and Probability

Suppose the following data are product weights for the same items produced on two different production...

Suppose the following data are product weights for the same items produced on two different production lines.

Line 1 Line 2
13.6 13.4
13.9 14.2
14.0 14.5
13.8 14.0
13.1 14.6
13.5 13.7
13.3 14.1
13.6 14.9
12.8 14.7
14.1 14.3
15.0
14.8

Test for a difference between the product weights for the two lines. Use α = 0.05.

State the null and alternative hypotheses.

H0: Median for line 1 − Median for line 2 ≥ 0
Ha: Median for line 1 − Median for line 2 < 0

H0: Median for line 1 − Median for line 2 ≤ 0
Ha: Median for line 1 − Median for line 2 > 0    

H0: The two populations of product weights are not identical.
Ha: The two populations of product weights are identical.

H0: The two populations of product weights are identical.
Ha: The two populations of product weights are not identical.

H0: Median for line 1 − Median for line 2 < 0
Ha: Median for line 1 − Median for line 2 = 0

Find the value of the test statistic.

W =

Find the p-value. (Round your answer to four decimal places.)

p-value =

State your conclusion.

Reject H0. There is sufficient evidence to conclude that there is a significant difference between the product weights for the two lines.

Reject H0. There is not sufficient evidence to conclude that there is a significant difference between the product weights for the two lines.  

Do not reject H0. There is not sufficient evidence to conclude that there is a significant difference between the product weights for the two lines.

Do not reject H0. There is sufficient evidence to conclude that there is a significant difference between the product weights for the two lines.

Solutions

Expert Solution

H0: The two populations of product weights are identical.
Ha: The two populations of product weights are not identical.

sample size n1 group 1 10
sample size n2 group 2 12
Rank sum (R1)= group 1 68
Rank sum (R2)= group 2 185
test statistic W=R1= 68
sample mean = μ=n1(n1+n2+1)/2= 115
Variance= σ2=n1n2(n1+n2+1)/12= 230.00
standard deviation= σ = 15.17
test stat z= Z=(U-μ)/σ = -3.07
p value    = 0.0022 (please try 0.0021 if this comes wrong)

Reject H0. There is sufficient evidence to conclude that there is a significant difference between the product weights for the two lines.


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