Problem

Carpetland carpet installers earn an average profit of $\$ 300$ for each carpet installed. Joan Chen, the firm's vice president, proposes a new procedure for installations, which she hopes will be more efficient. Joan hopes that the results of a trial period will enable her to conclude with a level of significance of 0.05 that the new procedure increases the average profit of installing a carpet. What will be the consequences if she makes a Type I error on her hypothesis test? A Type l error would mean that Carpetland does not implement a new procedure that increases profits. A Type I error would mean that Carpetland does not implement a new proceduré that decreases profits.. A Type I error would mean that Carpetland implements a new procedure that actually increases profits. A Type l error would mean that Carpetland implements a new procedure that actually does not increase profits. A Type I error would mean that Carpetland implements a new procedure that actually does not decrease profits. A Type I error would mean that Carpetland implements a new procedure that actually decreases profits.

Solution

Step 1 :A Type I error, also known as a false positive, occurs when we reject a true null hypothesis. In this context, the null hypothesis is that the new procedure does not increase the average profit of installing a carpet.

Step 2 :Therefore, a Type I error would mean that Joan concludes that the new procedure increases the average profit when it actually does not.

Step 3 :So, the correct answer is 'A Type l error would mean that Carpetland implements a new procedure that actually does not increase profits.'

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Source: https://solvelyapp.com/problems/I89BlI3b31/

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