Exam 9: Sampling Methods and Sample Size

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Probability sampling introduces certain biases, from an operational perspective, but offers the advantages of being less expensive and quicker to implement.

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The goal of developing an appropriate sample frame is to get a list of elements of the target population that is inclusive but with minimal duplication.

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Nonprobability sampling techniques do not involve the selection of sample elements by chance.

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The representativeness of the _____ depends on the skill, insight, and experience of the researcher in choosing experts to sample.

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Nonprobability sampling allows for the calculation of the sample error.

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Two criteria are used in measuring the accuracy of a sample: the margin of error and the level of confidence.

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A simple random sample allows each element of the population an equal and known chance of being selected.

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A problem with quota sampling is that the sampling error cannot be calculated.

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From a statistical point of view, probability sampling is not preferred because it does not allow for a calculation of the sampling error.

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The most significant advantages of sampling include all of the following except

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The statistical methods of establishing sample size apply only to nonprobability samples.

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Reasons for choosing to stratify a population sample include all of the following except

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A cluster sampling is initiated by randomly selecting a digit, n, then selecting a sample element at every nth interval.

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Sample bias is introduced into a sample when the

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Two criteria are used in measuring the accuracy of a sample: the margin of error and the sample size.

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The standard deviation of a sample is estimated to be 100 and the standard error has been calculated to be 5. What size of sample will the researcher need to ensure a 95.5% confidence interval (Z=2.00)?

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Generally speaking, the sample size should be increased whenever the population exhibits high variability or whenever high levels of precision and confidence are required.

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Non-sampling error can occur when all of the following occur except the

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In terms of nonstatistical sample size determination, perhaps the most common method of selecting a sample size is

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The more confident a researcher wants to be, the smaller the sample should be.

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