Variance and Standard Deviation Variance The variance of
- Slides: 18
Ø Variance and Standard Deviation
Ø Variance: ü The variance of a set of observation is defined as the mean of the squares of deviation of all the observations from their mean. ü Variance is another absolute measure of dispersion. ü The variance is also denoted by Var (X).
Ø Standard Deviation: ü Standard Deviation (S. D) is the most commonly used measure of dispersion. It is a measure of spread of data about the mean. ü Standard Deviation is a number that measures how far away each number in a set of data is from their mean. ü Standard Deviation is the square root of the variance.
Ø Example: Calculate the variance and standard deviation from the given data. Weights 65 -84 85 -104 105 -124 125 -144 145 -164 165 -184 185 -204 Frequency 9 10 17 10 5 4 5
Ø Example: Compute the Coefficients of variation for the given data. Prices in rupees: 8, 13, 18, 23, 30 Life in hours: 130, 150, 180, 250, 345 Solution: Prices in rupees(X) Life in hours(Y) X X 2 Y Y 2 8 64 130 16900 13 169 150 22500 18 324 180 32400 23 529 250 62500 30 900 345 119025 Total 92 1986 1055 253325
Assignment : Question 01: Find the Variance and Standard deviation of the following data. Weekly Income 35 -39 40 -44 45 -49 50 -54 55 -59 60 -64 65 -69 No. workers 15 13 17 29 11 10 5
Question 02: Find the Variance and Standard deviation. Weights 20 -24 25 -29 30 -34 35 -39 40 -44 45 -49 50 -54 Frequency/ No. of students 5 8 13 22 15 10 8
Question: 03 Calculate the population variance and standard deviation. Rs. 60, 80, 96, 120, 150, 200, 360, 480, 520, 1060, 1200, 1450, 2500, 7200. Question: 04 Calculate the sample variance and standard deviation. 14, 42, 53, 27, 53, 78, 38, 52, 92, 29
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