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Sample Variance, Standard deviation and coefficient of variation for grouped data Formula & Example ( Enter your problem )
  1. Formula & Example
  2. Sample Variance Example
  3. Sample Standard deviation Example
  4. Sample coefficient of variation Example
Other related methods
  1. Mean, Median and Mode
  2. Quartile, Decile, Percentile, Octile, Quintile
  3. Population Variance, Standard deviation and coefficient of variation
  4. Sample Variance, Standard deviation and coefficient of variation
  5. Population Skewness, Kurtosis
  6. Sample Skewness, Kurtosis
  7. Geometric mean, Harmonic mean
  8. Mean deviation, Coefficient of Mean deviation
  9. Quartile deviation, Coefficient of QD, Interquartile range
  10. Decile deviation, Coefficient of DD, Interdecile range
  11. Percentile deviation, Coefficient of PD, Interpercentile range
  12. Five number summary
  13. Box and Whisker Plots
  14. Mode using Grouping Method
  15. Less than type Cumulative frequency table
  16. More than type Cumulative frequency table
  17. Class and their frequency table

3. Population Variance, Standard deviation and coefficient of variation
(Previous method)
2. Sample Variance Example
(Next example)

1. Formula & Example





Formula
1. Mean `bar x = (sum fx)/n`
2. Sample Variance `S^2 = (sum f*x^2 - (sum f*x)^2/n)/(n-1)`
3. Sample Standard deviation `S = sqrt((sum f*x^2 - (sum f*x)^2/n)/(n-1))`
4. Coefficient of Variation (Sample) `=S / bar x * 100 %`

Examples
1. Calculate Sample Variance `(S^2)`, Sample Standard deviation `(S)`, Sample Coefficient of Variation from the following grouped data
ClassFrequency
2 - 43
4 - 64
6 - 82
8 - 101


Solution:
Class
`(1)`
Frequency `(f)`
`(2)`
Mid value `(x)`
`(3)`
`f*x`
`(4)=(2)xx(3)`
`f*x^2=(f*x)xx(x)`
`(5)=(4)xx(3)`
2-43 3 `3=(2+4)/2` 9 `9=3xx3`
`(4)=(2)xx(3)`
 27 `27=9xx3`
`(5)=(4)xx(3)`
4-64 5 `5=(4+6)/2` 20 `20=4xx5`
`(4)=(2)xx(3)`
 100 `100=20xx5`
`(5)=(4)xx(3)`
6-82 7 `7=(6+8)/2` 14 `14=2xx7`
`(4)=(2)xx(3)`
 98 `98=14xx7`
`(5)=(4)xx(3)`
8-101 9 `9=(8+10)/2` 9 `9=1xx9`
`(4)=(2)xx(3)`
 81 `81=9xx9`
`(5)=(4)xx(3)`
---------------
--`n = 10`--`sum f*x=52``sum f*x^2=306`


Mean `bar x = (sum fx)/n`

`=52/10`

`=5.2`



Sample Variance `S^2 = (sum f*x^2 - (sum f*x)^2/n)/(n-1)`

`=(306 - (52)^2/10)/9`

`=(306 - 270.4)/9`

`=35.6/9`

`=3.9556`



Sample Standard deviation `S = sqrt((sum f*x^2 - (sum f*x)^2/n)/(n-1))`

`=sqrt((306 - (52)^2/10)/9)`

`=sqrt((306 - 270.4)/9)`

`=sqrt(35.6/9)`

`=sqrt(3.9556)`

`=1.9889`



Coefficient of Variation (Sample) `=S / bar x * 100 %`

`=1.9889/5.2 * 100 %`

`=38.25 %`
2. Calculate Sample Variance `(S^2)`, Sample Standard deviation `(S)`, Sample Coefficient of Variation from the following grouped data
XFrequency
01
15
210
36
43


Solution:
`x`
`(1)`
Frequency `(f)`
`(2)`
`f*x`
`(3)=(2)xx(1)`
`f*x^2=(f*x)xx(x)`
`(4)=(3)xx(1)`
01 0 `0=1xx0`
`(3)=(2)xx(1)`
 0 `0=0xx0`
`(4)=(3)xx(1)`
15 5 `5=5xx1`
`(3)=(2)xx(1)`
 5 `5=5xx1`
`(4)=(3)xx(1)`
210 20 `20=10xx2`
`(3)=(2)xx(1)`
 40 `40=20xx2`
`(4)=(3)xx(1)`
36 18 `18=6xx3`
`(3)=(2)xx(1)`
 54 `54=18xx3`
`(4)=(3)xx(1)`
43 12 `12=3xx4`
`(3)=(2)xx(1)`
 48 `48=12xx4`
`(4)=(3)xx(1)`
------------
`n=25``sum f*x=55``sum f*x^2=147`


Mean `bar x = (sum fx)/n`

`=55/25`

`=2.2`



Sample Variance `S^2 = (sum f*x^2 - (sum f*x)^2/n)/(n-1)`

`=(147 - (55)^2/25)/24`

`=(147 - 121)/24`

`=26/24`

`=1.0833`



Sample Standard deviation `S = sqrt((sum f*x^2 - (sum f*x)^2/n)/(n-1))`

`=sqrt((147 - (55)^2/25)/24)`

`=sqrt((147 - 121)/24)`

`=sqrt(26/24)`

`=sqrt(1.0833)`

`=1.0408`



Coefficient of Variation (Sample) `=S / bar x * 100 %`

`=1.0408/2.2 * 100 %`

`=47.31 %`




This material is intended as a summary. Use your textbook for detail explanation.
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3. Population Variance, Standard deviation and coefficient of variation
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2. Sample Variance Example
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