Question

In: Statistics and Probability

A certain brand of microwave oven was priced at 10 stores in Dallas and 13 stores...

A certain brand of microwave oven was priced at 10 stores in Dallas and 13 stores in San Antonio. The data follow.

Dallas San Antonio
443 461
488 454
403 433
483 478
438 473
448 443
436 428
421 435
431 411
403 420
423
458
431

Use a 0.05 level of significance and test whether prices for the microwave oven are the same in the two cities.

State the null and alternative hypotheses.

H0: Median price for Dallas − Median price for San Antonio < 0
Ha: Median price for Dallas − Median price for San Antonio = 0H0: The two populations of microwave prices are identical.
Ha: The two populations of microwave prices are not identical.    H0: Median price for Dallas − Median price for San Antonio ≤ 0
Ha: Median price for Dallas − Median price for San Antonio > 0H0: Median price for Dallas − Median price for San Antonio ≥ 0
Ha: Median price for Dallas − Median price for San Antonio < 0H0: The two populations of microwave prices are not identical.
Ha: The two populations of microwave prices are identical.

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 not sufficient evidence to conclude that there is a significant difference between the prices for the microwave oven in the two cities.Reject H0. There is sufficient evidence to conclude that there is a significant difference between the prices for the microwave oven in the two cities.    Do not reject H0. There is sufficient evidence to conclude that there is a significant difference between the prices for the microwave oven in the two cities.Do not reject H0. There is not sufficient evidence to conclude that there is a significant difference between the prices for the microwave oven in the two cities.

Solutions

Expert Solution

H0: The two populations of microwave prices are identical.
Ha: The two populations of microwave prices are not identical.   

Dallas San Antonio Dallas Values Dallas Ranks San Ant.Values San Ant. Ranks
443 461 403 1.5 411 3
488 454 403 1.5 420 4
403 433 421 5 423 6
483 478 431 8.5 428 7
438 473 436 12 431 8.5
448 443 438 13 433 10
436 428 443 14.5 435 11
421 435 448 16 443 14.5
431 411 483 22 454 17
403 420 488 23 458 18
423 461 19
458 473 20
431 478 21

Result Details

Dallas
Sum of ranks: 117
Mean of ranks: 11.7
The expected sum of ranks: 120
The expected mean of ranks: 12
U-value: 68
Expected U-value: 65

San Antonio
Sum of ranks: 159
Mean of ranks: 12.23
The expected sum of ranks: 156
The expected mean of ranks: 12
U-value: 62
Expected U-value: 65

Dallas & San Antonio Combined
Sum of ranks: 276
Mean of ranks: 12
Standard Deviation: 16.1245

Result 1 - U-value

The U-value is 62. The critical value of U at p < .05 is 33. Therefore, the result is not significant at p < .05.

Result 2 - Z-ratio

The Z-Score is 0.15504. The p-value is .87288. The result is not significant at p < .05.

Reject H0. There is not sufficient evidence to conclude that there is a significant difference between the prices for the microwave oven in the two cities.


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