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A random sample of 100of last year鈥檚 model of a certain popular car found that 20had a specific minor defect in the brakes. The automaker adjusted the production process to try to reduce the proportion of cars with the brake problem. A random sample of 350of this year鈥檚 model found that 50had the minor brake defect.

a. Was the company鈥檚 adjustment successful? Carry out an appropriate test to support your answer. b. Based on your conclusion in part (a), which mistake鈥攁 Type I error or a Type II error鈥攃ould have been made? Describe a possible consequence of this error.

Short Answer

Expert verified

a. The answer isP=P(Z>1.39)=P(Z<-1.39)=0.0823

b. Failure to reject the null hypothesis is a type II mistake.

Step by step solution

01

Part (a) Step 1: Given information

We have to tell about was the company鈥檚 adjustment successful

02

Part (a) Step 2: Explanation

It has been given that

x1=20,x2=50,n1=100,n2=350

p^2=x2n2=503500.1429

z=p^1-p^2p^p1-p^p1n1+1n2=0.2-0.14290.1556(1-0.1556)1100+13501.39

The values using the table

P=P(Z>1.39)=P(Z<-1.39)=0.0823

03

Part (b) Step 1: Given information

We have to tell possible consequence of this error.

04

Part (b) Step 2: Explanation

The null hypothesis H was not rejected.

  • Type I blunder: H should be rejected as a null hypothesis, if H 0H is true as the null hypothesis.

Failure to reject the null hypothesis is a type II mistake.

If the null hypothesis H is false, then

It's only feasible that we made.

  • Type II error because we didn't reject the null hypothesis H .

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An agricultural station is testing the yields for six different varieties of seed corn. The station has four large fields available, located in four distinctly different parts of the county. The agricultural researchers consider the climatic and soil conditions in the four parts of the county as being quite different, but are reasonably confident that the conditions within each field are fairly similar throughout. The researchers divide each field into six sections and then randomly assign one variety of corn seed to each section in that field. This procedure is done for each field. At the end of the growing season, the corn will be harvested, and the yield (measured in tons per acre) will be compared. Which one of the following statements about the design is correct?

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Researchers suspect that Variety A tomato plants have a different average yield than Variety B tomato plants. To find out, researchers randomly select10Variety A and10Variety B tomato plants. Then the researchers divide in half each of10small plots of land in different locations. For each plot, a coin toss determines which half of the plot gets a Variety A plant; a Variety B plant goes in the other half. After harvest, they compare the yield in pounds for the plants at each location. The10differences (Variety A 鈭 Variety B) in yield are recorded. A graph of the differences looks roughly symmetric and single-peaked with no outliers. The mean difference is x-A-B=0.343051526=0.200=20%x-A-B=0.34and the standard deviation of the differences is s A-B=0.833051526=0.200=20%=sA-B=0.83.Let A-B=3051526=0.200=20%渭A鈭払 = the true mean difference (Variety A 鈭 Variety B) in yield for tomato plants of these two varieties.

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e.0.342.262(0.8310)3051526=0.200=20%0.342.262(0.8310)

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