Mean & Standard Deviation
Mean and standard deviation are key measures used to describe a set of data.
- Mean tells us the average value, giving an idea of the central tendency
- Standard deviation shows how spread out the data is from the mean
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What Is Mean & Standard Deviation?
The mean of a data set is found by adding all numbers in the data set and then dividing by the number of values in the set. Mean is also commonly known as the average. The formula for mean is:
\(𝑚𝑒𝑎𝑛=\frac{∑𝑓𝑥}{∑𝑓}\)
The standard deviation is a measure of the amount of variation or dispersion of a set of values from the mean. The formula is:
\(s.d=\sqrt{\frac{\sum{fx^2}}{\sum f}-\left(\frac{\sum f x}{\sum f}\right)^2}\)
The mean and standard deviation are usually given in the exams. Check with your teachers.
When interpreting mean and standard deviation, keep these points in mind:
- Mean measures overall performance. Depending on the context, a higher mean (such as exam scores) or a lower mean (such as number of defects) may indicate better performance.
- Standard deviation measures how far the data values spread from the mean. A lower standard deviation means the results are more consistent and smaller spread.
Example 1
The mean and standard deviation of the mass of coffee in 10 jars of Nescafe coffee are:
mean mass = 210.4 g
standard deviation = 7.64g
The masses of coffee in 10 jars of Tulip coffee measured to the nearest gram are:
212, 220, 200, 196, 222, 194. 212, 218, 222, 206
- Calculate the
mean and
standard deviation of the mass of coffee in the 10 jars of Tulip coffee. - Comment on the similarity or difference of the distribution of the mass of coffee in the two brands.
Example 2
Each student in class X was asked how long it took him to solve a math problem. The results are summarised in the table above.
Calculate
- the mean,
- the standard deviation.
- Students in class Y were asked the same question. The mean time taken was 13 minutes and the standard deviation was 4. Which class’ result gave a more consistent outcome? Explain your answer.
