Standard Deviation
Presented by:
Sultan Sultan
AbdelrahmanAl Kilani
Overview
•Objectives
•Definition of Standard Deviation
•Merits and demerits of Standard Deviation
•The calculation of Standard deviation
Objectives
At the end of this presentation you should be able
to :
-Define the standards deviation
-List the merit and demerit of obtaining
standards deviation
-Calculate the variance and standard deviation
Standard Deviation
-Standard deviation measures the dispersion of data.
-It shows the average absolute distance of each point from
the mean
-The greater the value of standard deviation, the further the
data tend to be dispersed from the mean.
Merits of Standard Deviation
1-It is the most reliable measure of dispersion
2-It is most widely used measure of dispersion or
variability
3-Its computation is based on all the observations.
Demerits of Standard Deviation
1-It is relatively difficult to calculate and understand.
2-It cannot be used for comparing the dispersion of two, or more
series given in different units.
3-It is affected very much by the extreme values
Formula
Standard deviation has a symbol (σ) if the data represent a population and (s)if
the data represent a sample
σ=
(??????− ??????)
�
??????
s =
(??????− ??????)
�
??????−�
Population
Sample
Example:
find the standard deviation for a population
data: 6, 4, 5, 7, 8
Summary
-Standard deviation measure the dispersion of data.
-It is the most reliable
-The greater the value of standard deviation, the further the
data tend to be dispersed from the mean.
References
Stacey B., Laurel S. (1
st
edtion). Statistics for Nursing and Allied Health