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Calculate measures of central tendency

Central tendency describes a dataset with a representative value: the mean is the sum of numerical values divided by their count, the median is the middle value after ordering (or the mean of the two middle values), and the mode is the most frequent value. The measures can be calculated from raw data and simple frequency tables and compared in relation to skewness, outliers, and the data context; grouped-data estimates, weighted means, and more advanced statistical treatments are not included.

Detailed Explanation: Calculate measures of central tendency

A measure of central tendency gives one value that represents a dataset. The three common measures are:

  • Mean: Add all the values and divide by how many values there are.
  • Median: Put the values in order and find the middle value.
  • Mode: Find the value that occurs most often.

Example: The numbers of minutes seven students spent reading are:

4, 5, 5, 6, 7, 8, 204,\ 5,\ 5,\ 6,\ 7,\ 8,\ 20

1. Find the mean

Add the values:

4+5+5+6+7+8+20=554+5+5+6+7+8+20=55

There are 77 values, so divide by 77:

Mean=557≈7.86\text{Mean}=\frac{55}{7}\approx 7.86

The mean is approximately (7.86)(7.86) minutes.

2. Find the median

The values are already in order:

4, 5, 5, 6, 7, 8, 204,\ 5,\ 5,\ \boxed{6},\ 7,\ 8,\ 20

There are 77 values, so the middle value is the fourth value. The median is 66 minutes.

If there were an even number of values, the median would be the mean of the two middle values.

3. Find the mode

The value 55 occurs twice. Every other value occurs once, so the mode is 55 minutes.

Therefore:

  • Mean: 7.86\boxed{7.86} minutes
  • Median: 6\boxed{6} minutes
  • Mode: 5\boxed{5} minutes

The value (20)(20) is much larger than the other values, so it acts like an unusually high value, or outlier. It pulls the mean upward, making the median a better description of a typical student’s reading time in this dataset.

Learn by doing: Calculate measures of central tendency

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Statistics - Solve for Mean


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