Exam 6: Sampling Distributions

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The population of lengths of aluminum-coated steel sheets is normally distributed with a mean of 30.05 cm and a standard deviation of 0.2 cm. -Suppose the standard deviation increases to 0.3 cm.What is the probability that average length of a steel sheet from a sample of 9 units is more than 29.95 cm long?

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Find P ( xˉ\bar { x } < 48).

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The sample mean is always equal to the population mean whenever the sample mean is computed from 30 or more observations.

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If we have a sample size of 100 and a population proportion of 0.10,the mean of the sampling distribution of p^\hat { p } Is ____.

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The _______________________ of the sample mean xˉ\bar { x } is the probability distribution of the population of all possible sample means that could be obtained from all possible samples of the same size.

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The diameter of small toy balls manufactured at a factory is expected to be approximately normally distributed with a mean of 5.2 cm and a standard deviation of .08 cm. Suppose a random sample of 20 balls are selected. -Find the interval that contains 95.44% of the sample means.

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

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Suppose that 60 percent of the employees in a particular union support a candidate for union president.The probability that a sample of 1,000 employees would yield a sample proportion in favour of the candidate within 2 percentage points is _____.

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If we take a sample of size n = 100 from a population with μ\mu = 400 and σ\sigma = 20,find P(395.4 < xˉ\bar { x } < 404.6).

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The sampling distribution of xˉ\bar { x } must be a normal distribution with a mean 0 and standard deviation 1.

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Consider a sampling distribution formed based on n = 9.If the standard deviation of the population of individual measurements is σ\sigma ,then the standard deviation of the population of all sample means σxˉ\sigma _ { \bar { x } } Equals ____.

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The number of defectives in the samples of 100 observations each are the following: 1,2,1,0,2,3,1,4,2,1.What is the estimate of the population proportion of defectives?

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The diameter of small toy balls manufactured at a factory is expected to be approximately normally distributed with a mean of 5.2 cm and a standard deviation of .08 cm. Suppose a random sample of 20 balls are selected. -Calculate the mean of the sampling distribution of the sample mean.

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Suppose you take a random sample of size n = 100 from a population with μ\mu = 400 and σ\sigma = 200.Find P( xˉ\bar { x } < 380).

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The diameter of small toy balls manufactured at a factory is expected to be approximately normally distributed with a mean of 5.2 cm and a standard deviation of .08 cm. Suppose a random sample of 20 balls are selected. -What percentage of sample means will be less than 5.00 cm?

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The sampling distribution of a sample proportion is approximately normal if and only if np \geq 5.

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

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If we have a sample size of 100 and a population proportion of 0.10,we can approximate the sampling distribution of p^\hat { p } with a normal distribution.

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In a manufacturing process a machine produces bolts. The lengths of the bolts follow a normal distribution with an average of 3 cm and a variance of 0.03 cm2. If we randomly select three bolts from this process: -What is the probability the mean length of the bolt is at most 3.1 cm?

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For a finite population,the sampling distribution of the sample mean xˉ\bar { x } can be developed by repeatedly taking all samples of size n and computing the sample means and reporting the resulting sample means in the form of a probability distribution.

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