Exam 7: Sampling and Sampling Distributions

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____________ says that if the sample size is sufficiently large,then the sample means are approximately normally distributed.

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In a manufacturing process,a machine produces bolts that have an average length of 3 inches with a variance of .03.If we randomly select three bolts from this process,What is the probability the mean length of the bolt is at least 3.16 inches?

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A random sample of size 1,000 is taken from a population where p = .20.Find P( A random sample of size 1,000 is taken from a population where p = .20.Find P(   > .175). > .175).

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The College Student Journal (December 1992)investigated differences in traditional and nontraditional students,where nontraditional students are defined as 25 years old or older and working.Based on the study results,we can assume the population mean and standard deviation for the GPA of nontraditional students are µ = 3.5 and σ = 0.5.Suppose a random sample of 100 nontraditional students is selected and the GPA for each student is calculated.What is The College Student Journal (December 1992)investigated differences in traditional and nontraditional students,where nontraditional students are defined as 25 years old or older and working.Based on the study results,we can assume the population mean and standard deviation for the GPA of nontraditional students are µ = 3.5 and σ = 0.5.Suppose a random sample of 100 nontraditional students is selected and the GPA for each student is calculated.What is   ? ?

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A random sample of size 36 is taken from a population with mean 50 and standard deviation 5.Find P( A random sample of size 36 is taken from a population with mean 50 and standard deviation 5.Find P(   < 51.5). < 51.5).

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Find P( Find P(   < 25)if μ = 16 and   = 4. < 25)if μ = 16 and Find P(   < 25)if μ = 16 and   = 4. = 4.

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A manufacturing company measures the weight of boxes before shipping them to the customers.If the box weights have a population mean and standard deviation of 90 lbs.and 24 lbs. ,respectively,then based on a sample size of 36 boxes,what is the probability that the average weight of the boxes will exceed 94 lbs.?

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In a manufacturing process,a machine produces bolts that have an average length of 3 inches with a variance of .03.If we randomly select three bolts from this process,what is the probability the mean length of the bolt is at most 3.1 inches?

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According to the Central Limit Theorem,if a sample size is at least _____,then for most sampled populations,we can conclude that the sample means are approximately normal.

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Find P( Find P(   < 402),if μ = 400,σ<sub>x</sub> = 200,and n = 100. < 402),if μ = 400,σx = 200,and n = 100.

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Methods for obtaining a sample are called:

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The quantity √[(N - n)(N - 1)] is called the finite population multiplier.

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Suppose that 60 percent of the voters in a particular region support a candidate.Find the probability that a sample of 1,000 voters would yield a sample proportion in favor of the candidate within 4 percentage points of the actual proportion.

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The Central Limit Theorem states that as sample size increases,the population distribution more closely approximates a normal distribution.

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Errors of nonobservation occur when data values are recorded incorrectly.

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Stratification can at times be combined with multistage cluster sampling to develop an appropriate sample.

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If we have a sample size of 100 and the estimate of the population proportion is .10,we can estimate the sampling distribution of If we have a sample size of 100 and the estimate of the population proportion is .10,we can estimate the sampling distribution of   with a normal distribution. with a normal distribution.

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Packages of sugar bags for Sweeter Sugar Inc.have an average weight of 16 ounces and a standard deviation of 0.3 ounces.The weights of the sugar packages are normally distributed.What is the probability that 9 randomly selected packages will have an average weight in excess of 16.025 ounces?

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A random sample of size 1,000 is taken from a population where p = .20.Find P( A random sample of size 1,000 is taken from a population where p = .20.Find P(   > .21). > .21).

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For any sampled population,the population of all sample means is approximately normally distributed.

(True/False)
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