central tendency
(noun)
a term that relates the way in which quantitative data tend to cluster around some value
Examples of central tendency in the following topics:
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Comparing Measures of Central Tendency
- How do the various measures of central tendency compare with each other?
- Measures of central tendency are shown in Table 1.
- Table 2 shows the measures of central tendency for these data.
- No single measure of central tendency is sufficient for data such as these.
- Measures of central tendency for baseball salaries (in thousands of dollars)
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Median
- A measure of central tendency (also referred to as measures of center or central location) is a summary measure that attempts to describe a whole set of data with a single value that represents the middle or center of its distribution.
- There are three main measures of central tendency: the mode, the median and the mean .
- Each of these measures describes a different indication of the typical or central value in the distribution.
- The median is less affected by outliers and skewed data than the mean, and is usually the preferred measure of central tendency when the distribution is not symmetrical.
- Identify the median in a data set and distinguish it's properties from other measures of central tendency.
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Averages of Qualitative and Ranked Data
- The central tendency for qualitative data can be described via the median or the mode, but not the mean.
- The mode, i.e. the most common item, is allowed as the measure of central tendency for the nominal type.
- The median, i.e. middle-ranked, item is allowed as the measure of central tendency; however, the mean (or average) as the measure of central tendency is not allowed.
- An opinion survey is an example of a non-dichotomous data set on the ordinal scale for which the central tendency can be described by the median or the mode.
- Categorize levels of measurement and identify the appropriate measures of central tendency.
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Exercises
- (S) Test the difference in central tendency between the two conditions using a rank-randomization test (with the normal approximation) with a one-tailed test.
- (SL) Test the difference in central tendency between the four conditions using a rank-randomization test (with the normal approximation).
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Measures of Central Tendency
- In the previous section we saw that there are several ways to define central tendency.
- This section defines the three most common measures of central tendency: the mean, the median, and the mode.
- The relationships among these measures of central tendency and the definitions given in the previous section will probably not be obvious to you.
- The arithmetic mean is the most common measure of central tendency.
- The median is also a frequently used measure of central tendency.
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Mean: The Average
- The term central tendency relates to the way in which quantitative data tend to cluster around some value.
- The term central tendency relates to the way in which quantitative data tend to cluster around some value.
- A measure of central tendency is any of a variety of ways of specifying this "central value".
- Central tendency is contrasted with statistical dispersion (spread), and together these are the most used properties of distributions.
- Statistics that measure central tendency can be used in descriptive statistics as a summary statistic for a data set, or as estimators of location parameters of a statistical model.
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The Average and the Histogram
- The shape of a histogram can assist with identifying other descriptive statistics, such as which measure of central tendency is appropriate to use.
- The shape of the distribution can assist with identifying other descriptive statistics, such as which measure of central tendency is appropriate to use.
- Skewness is the tendency for the values to be more frequent around the high or low ends of the $x$-axis.
- Demonstrate the effect that the shape of a distribution has on measures of central tendency.
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What is Central Tendency?
- What is "central tendency," and why do we want to know the central tendency of a group of scores?
- In the succeeding sections we will give statistical measures for these concepts of central tendency.
- All three are called measures of central tendency.
- One definition of central tendency is the point at which the distribution is in balance.
- We are now in a position to define a second measure of central tendency, this time in terms of absolute deviations.
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Additional Measures of Central Tendency
- Although the mean, median, and mode are by far the most commonly used measures of central tendency, they are by no means the only measures.
- This section defines three additional measures of central tendency: the trimean, the geometric mean, and the trimmed mean.
- These measures will be discussed again in the section "Comparing Measures of Central Tendency."
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Mode
- A measure of central tendency (also referred to as measures of center or central location) is a summary measure that attempts to describe a whole set of data with a single value that represents the middle or center of its distribution.
- There are three main measures of central tendency: the mode, the median and the mean .