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The range, average deviation, standard deviation, and variance for the given data are 24, 7.10, 8.03, and 64.4809 respectively.
Range:
- The range of a given set of data is the difference between the highest value and the lowest value present in the data.
- It gives an idea about the spread of values in the data.
Average Deviation:
- Average deviation is the deviation of each value in the data from the mean value.
- It is given as a summation of all the deviations divided by the total number of values in the data.
- ∑, where n is the total number of values, is each value with i=1 to n.
- It is used for characterizing dispersion.
Standard Deviation:
- Standard deviation gives a measure of the variation or dispersion of the data relative to the mean or expected value of the data.
- It tells how spread out the data is.
- Standard deviation is the square root of the variance.
Variance:
- Variance gives the measure of the spread between the numbers in a data.
- It measures how far each value in the data is from the mean and every other value in the data.
- It is a measure of variability.
Step-by-step explanation:
Step 1: Range
Step 2: Average Deviation
∑
Using the values calculated in the table,
Step 3: Standard Deviation
Using values calculated in the table,
Step 4: Variance
Using values calculated in the table,
Therefore, the range is 24, the average deviation is 7.10, the standard deviation is 8.03, and the variance is 64.4898
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