Exam 9: Estimation and Confidence Intervals

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If the alternative hypothesis states that μ > 6,700, what is the rejection region for the hypothesis Test?

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i. If the critical values of the test statistic z are ±1.96, they are the dividing points between the areas Of rejection and non-rejection. ii. The probability of a Type I error is also referred to as alpha. iii. A Type I error is the probability of rejecting a true null hypothesis.

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Using a 5% level of significance and a sample size of 25, what is the critical t value for a null Hypothesis, H0: µ ≤ 100?

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The mean weight of newborn infants at a community hospital is said to be 6.6 pounds. A sample of Seven infants is randomly selected and their weights at birth are recorded as 9.0, 7.3, 6.0, 8.8, 6.8, 8)4, and 6.6 pounds. Does this sample support the original claim? What is the decision for a Significant increase in the average birthrate at a 5% level of significance? The mean weight of newborn infants at a community hospital is said to be 6.6 pounds. A sample of Seven infants is randomly selected and their weights at birth are recorded as 9.0, 7.3, 6.0, 8.8, 6.8, 8)4, and 6.6 pounds. Does this sample support the original claim? What is the decision for a Significant increase in the average birthrate at a 5% level of significance?

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The mean gross annual incomes of certified tack welders are normally distributed with the mean of $50,000 and a standard deviation of $4,000. The ship building association wishes to find out Whether their tack welders earn more or less than $50,000 annually. The alternate hypothesis is That the mean is not $50,000. If the level of significance is 0.10, what is the decision rule?

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From past records it is known that the average life of a battery used in a digital clock is 305 days. The battery life is normally distributed. The battery was recently modified to last longer. A sample of 20 of the modified batteries was tested. It was discovered that the mean life was 311 days and the Sample standard deviation was 12 days. We want to test at the 0.05 level of significance whether The modification increases the life of the battery. What is our decision rule?

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The Jamestown Steel Company manufactures and assembles desks and other office equipment at Several plants. The weekly production of the Model A325 desk follows a normal probability Distribution, with a mean of 200 and a standard deviation of 16. Recently, due to market expansion, New production methods have been introduced and new employees hired. The vice president of Manufacturing would like to investigate whether there has been a change in the weekly production Of the Model A325 desk. Is the mean number of desks produced different from 200? The mean Number of desks produced last year (50 weeks, because the plant was shut down two weeks for Vacation) is 203.5. Test using the .01 significance level. i. The alternate hypothesis is μ ≠ 200. ii. It is appropriate to use the z-test. iii. The decision rule is: if the computed value of the test statistic is not between -2.58 and 2.58, Reject the null hypothesis.

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i. If the critical values of the test statistic z are ±1.96, they are the dividing points between the areas Of rejection and non-rejection. ii. The probability of a Type I error is also referred to as alpha. iii. A Type I error is the probability of accepting a true null hypothesis.

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If the 1% level of significance is used and the computed value of z is +6.00, what is our decision?

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What do we call the statement that determines if the null hypothesis is rejected?

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The Jamestown Steel Company manufactures and assembles desks and other office equipment at Several plants. The weekly production of the Model A325 desk follows a normal probability Distribution, with a mean of 200 and a standard deviation of 16. Recently, due to market expansion, New production methods have been introduced and new employees hired. The vice president of Manufacturing would like to investigate whether there has been an increase in the weekly Production of the Model A325 desk. The mean number of desks produced last year (50 weeks, Because the plant was shut down two weeks for vacation) is 203.5. Is the mean number of desks Increased from 200? Test using the .01 significance level. The Jamestown Steel Company manufactures and assembles desks and other office equipment at Several plants. The weekly production of the Model A325 desk follows a normal probability Distribution, with a mean of 200 and a standard deviation of 16. Recently, due to market expansion, New production methods have been introduced and new employees hired. The vice president of Manufacturing would like to investigate whether there has been an increase in the weekly Production of the Model A325 desk. The mean number of desks produced last year (50 weeks, Because the plant was shut down two weeks for vacation) is 203.5. Is the mean number of desks Increased from 200? Test using the .01 significance level.

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It is claimed that in a bushel of peaches less than ten percent are defective. A sample of 400 Peaches is examined and 50 are found to be defective. What is the alternate hypothesis for a one- Sided test?

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If 20 out of 50 students sampled live in a college dormitory, what is the estimated proportion of Students at the University living in a dormitory?

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The following summarizes the average of the TSE 300 Index at the end of 20 randomly selected Weeks in 2000. The following summarizes the average of the TSE 300 Index at the end of 20 randomly selected Weeks in 2000.   Using a 5% level of significance, can it be agreed that the Index average was more than $9,600 During the year 2000? Using a 5% level of significance, can it be agreed that the Index average was more than $9,600 During the year 2000?

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The mean gross annual incomes of certified tack welders are normally distributed with the mean of $50,000 and a standard deviation of $4,000. The ship building association wishes to find out Whether their tack welders earn more or less than $50,000 annually. The alternate hypothesis is That the mean is not $50,000. When tested at the 99% level, these are the results found with Megastat: The mean gross annual incomes of certified tack welders are normally distributed with the mean of $50,000 and a standard deviation of $4,000. The ship building association wishes to find out Whether their tack welders earn more or less than $50,000 annually. The alternate hypothesis is That the mean is not $50,000. When tested at the 99% level, these are the results found with Megastat:

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i. Two examples of a hypothesis are: 1) mean monthly income from all sources for senior citizens is $841 and 2) twenty percent of juvenile offenders ultimately are caught and sentenced to prison. ii. Since there is more variability in sample means computed from smaller samples, we have more Confidence in the resulting estimates and are less apt to reject null hypothesis. iii. The test statistic for a problem where the population standard deviation is unknown is the Student's t distribution.

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The mean weight of newborn infants at a community hospital is said to be 6.6 pounds. A sample of Seven infants is randomly selected and their weights at birth are recorded as 9.0, 7.3, 6.0, 8.8, 6.8, 8)4, and 6.6 pounds. What are the degrees of freedom associated with this claim?

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The dean of a business school claims that the average starting salary of its graduates is more than $50,000. It is known that the population standard deviation is $10,000. Sample data on the starting Salaries of 36 randomly selected recent graduates yielded a mean of $62,000. What is the value of The sample test statistic?

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i. An alternate hypothesis is a statement about a population parameter that is accepted when the Null hypothesis is rejected. ii. The level of significance is the risk we assume of rejecting the null hypothesis when it is actually True. iii. The researcher must decide on the level of significance before formulating a decision rule and Collecting sample data.

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The mean weight of newborn infants at a community hospital is said to be 6.6 pounds. A sample of Seven infants is randomly selected and their weights at birth are recorded as 9.0, 7.3, 6.0, 8.8, 6.8, 8)4, and 6.6 pounds. What is the sample variance?

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