In: Statistics and Probability
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.
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.