Exam 6: Foundations of Statistical Inference

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Degrees of freedom are a statistical property of a large family of distributions, including the Student's t distribution.

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A standardized value is called a Z value or Z score.

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When a variable is measured at the nominal or ordinal-level, we don't calculate its dispersion but say dispersion is maximized when observations are evenly divided among possible values.

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As consumers of popular media, we are more likely to encounter arithmetic means than percentages or proportions.

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Variation in the population characteristic has a direct relationship with random sampling error: As variation goes up, random sampling error goes down.

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A researcher who wants to reduce the magnitude of random sampling error in her study by half should ______.

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In a normal distribution, a Z score of 1.96 tells us what?

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Random sampling errors are mistakes or oversights made by the researchers.

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A large group of people of particular interest that we desire to study and understand, such as the people in a city or persons with jobs, is called a ______.

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A researcher working with a sample size of 35 should use the Student's t distribution to make inferences about the population mean.

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Researchers study small groups of units of analyses to learn about the characteristics of a ______.

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A researcher studying the height of college freshmen determines the average height of males to be 5'10 with a standard deviation of 1.5 inches. John has a Z score of +1.96, which means John is what height?

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A ______ shows how random sampling error shapes the expected values of sampling statistics.

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A particular number of cases drawn from the entire group a researcher wishes to study is known as a ______.

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A Z score is a method used to ______ the scores in a normal distribution.

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The standard error of a statistic is a single number.

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The number of degrees of freedom is equal to the sample size, n, minus the number of parameters being estimated by the sample.

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The US Census is an example of a ______.

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In a normal distribution ______ percent of all scores fall with two standard deviations of the mean.

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A normally distributed set of sample means resembles a standard bell curve.

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