Exam 12: Basic Data Analysis for Quantitative Research

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How are missing values typically represented?

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The standard error is the standard deviation of the individual values of the sample times the square of the sample size. .

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The _____ is the standard deviation of the individuals values of the sample divided by the square root of the sample size.

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Discuss the typical tasks involved in data preparation.

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Measures of dispersion describe the tendency for sample responses to depart from the central tendency.

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A curve is too peaked when the kurtosis exceeds _____ and is too flat when it is below _____.

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Carl has ordinal data and wants to calculate a measure of central tendency. Which measure is most appropriate for his level of measurement?

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What percent of the values are within plus or minus one standard deviation in a normal distribution?

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Blank responses are referred to as missing data and do not have to be dealt with when analyzing data.

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A histogram is a horizontal bar chart that is constructed from information in frequency distribution and has space between the bars. .

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What is the advantage of using an average summated score over using a summated score?

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Measures of _____ describe the tendency for sample responses to depart from the central tendency and are another means of summarizing the data.

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The range is the most difficult measure of dispersion to calculate. .

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One approach to dealing with missing data is to identify the respondents and variables that have a large proportion of missing data points. Which percentage is considered the cutoff for this decision?

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Data transformation is the process of changing data from the original form to a new format and is done to more easily understand the data.

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All of the following are typical tasks involved with data preparation EXCEPT:

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Before questionnaire data can be used, it must be ____, which involves inspecting it for completeness and consistency, checking to see if respondents understood the question or followed a particular sequence they were supposed to in a branching question, and/or eliminating questionnaires due to missing data or responses on screening questions.

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_____ is a measure of a distribution's peakedness (or flatness).

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All of the following are measures of dispersion EXCEPT _____.

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The _____ is the arithmetic average and is one of the most commonly used measures of central tendency.

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