Exam 7: Sampling and Sampling Distributions

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Find P(Xˉ>2,510)\mathrm { P } ( \bar { X } > 2,510 ) If ? = 2,500 and σxˉ=7\sigma _ { \bar { x } } = 7

(Multiple Choice)
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Sampling error occurs because of incomplete information.

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The number of defectives in 10 different samples of 50 observations each is the following: 5,1,1,2,3,3,1,4,2,3.What is the estimate of the population proportion of defectives?

(Multiple Choice)
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The ___________ is a minimum-variance unbiased point estimate of the mean of a normally distributed population.

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A minimum variance,unbiased point estimate has a variance that is as small as or smaller than the variances of any other unbiased point estimate.

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The standard deviation of the sampling distribution of the sample mean is σ.

(True/False)
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The sampling distribution of the sample mean is a normal distribution for ________ sample sizes,regardless of the shape of the corresponding population distribution.

(Multiple Choice)
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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 ? = 0.5.Suppose a random sample of 100 nontraditional students is selected and each student's GPA is calculated.What is μxˉ\mu _ { \bar { x } } ?

(Multiple Choice)
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A random sample of size 1,000 is taken from a population where p = .20.Find P(p^<.22)\mathrm { P } ( \hat { p } < .22 )

(Multiple Choice)
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A random sample of size 1,000 is taken from a population where p = .20.Find P(p^<.18)\mathrm { P } ( \hat { p } < .18 )

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The population of lengths of aluminum-coated steel sheets is normally distributed with a mean of 30.05 inches and a standard deviation of 0.2 inches.A sample of four metal sheets is randomly selected from a batch.What is the probability that the average length of a sheet is between 30.25 and 30.35 inches long?

(Multiple Choice)
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A random sample of size 1,000 is taken from a population where p = .20.Find P(p^>175)\mathrm { P } ( \hat { p } > 175 )

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_____________ occurs when some population elements are excluded from the process of selecting the sample.

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The spread of the sampling distribution of Xˉ\bar { X } Is ____________ the spread of the corresponding population distribution sampling distribution.

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

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The standard deviation of all possible sample proportions increases as the sample size increases.

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As the sample size ___________,the standard deviation of the population of all sample proportions increases.

(Multiple Choice)
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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 is µ = 3.5 and ? = 0.5.Suppose a random sample of 100 nontraditional students is selected and each student's GPA is calculated.Find the interval that contains 95.44 percent of the sample means for nontraditional students.

(Multiple Choice)
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The sampling distribution of the sample mean is developed by repeatedly taking samples of size n and computing the sample means and reporting the resulting sample means in the form of a probability distribution.

(True/False)
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Selecting a random sample is the only way to ensure that the information reflects the true population.

(True/False)
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