In: Statistics and Probability
A purchasing committee has rated 4 systems on 4 criteria as follows:
Compatibility with existing systems |
Ease of use |
Cost |
Reputation |
|
System A |
60 |
10 |
50 |
80 |
System B |
50 |
70 |
0 |
60 |
System C |
80 |
60 |
90 |
40 |
Standardize the attribute ratings.
Solution:-
Standardization
Compatibility with existing systems | Ease of use | Cost | Reputation | |
System A | 60 | 10 | 50 | 80 |
System B | 50 | 70 | 0 | 60 |
System C | 80 | 60 | 90 | 40 |
Mean() | 60+50+80=190/3=63.33 | 10+70+60=140/3=46.66 | 50+0+90=140/3=46.66 | 80+60+40=180/3=60 |
Standard deviation() | 12.47 | 26.24 | 36.82 | 16.32 |
Standardize | -0.27 | -1.38 | 0.09 | 1.23 |
Finding Variance() for Compatibility with existing systems:-
Finding Standard deviation() for Compatibility with existing systems:-
Standard deviation() =
=
Standard deviation() =12.47
To standardize the Compatibility with existing systems,
Finding Variance() for ease of use:-
Finding Standard deviation() for ease of use:-
Standard deviation() =
=
= 26.24
To standardize the ease to use ,
Finding Variance() for Cost:-
Finding Standard deviation() for cost:-
Standard deviation() =
=
= 36.82
To standardize the To standardize the Cost,
Finding Variance() for reputation:-
Finding Standard deviation() for reputation:-
Standard deviation() =
=
= 16.32
To standardize the To standardize the Cost,