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How to measure risk with Standard Deviation and Coefficient of Variance?


Standard deviation: It comes under statistical technique of probability distribution method in which probability of likely occurrence of an event is multiply with cash inflows to find out the expected net cash flows which shows the certain cash inflows in future and then NPV is calculated .

With the help of expected net cash flows standard deviation is calculated to measure the risk through deviation from one project to another in cash inflows.

Formula of Standard deviation:

Standard deviation (S.D) = (Net Cash Flows-Expected Net cash Flows) 2 *Probability

Coefficient Variance: It also helps in measuring the risk in capital budgeting by dividing standard deviation with expected cash flows. It is calculated when investors are more concern about risk then return.

Coefficient Variance = Standard deviation / Expected Net Cash Flows

Example: Find out the standard deviation with the help of expected net cash flows (ENCF) of the following 5 years cash flows @ 12% annually. The initial cost of investment is Rs.30, 000.

Year
Project A
Probability
Project B
Probability
1
33000
0.2
36000
0.3
2
47000
0.4
40000
0.2
3
52000
0.1
59000
0.1
4
68000
0.1
78000
0.3
5
76000
0.2
82000
0.1


Solution:

Calculation of Expected Net Cash Flows:

Year
Project A
Probability
 Expected Net Cash Flows
Project B
Probability
Expected Net Cash Flows
1
33000
0.2
6600
36000
0.3
10800
2
47000
0.4
18800
40000
0.2
8000
3
52000
0.1
5200
59000
0.1
5900
4
68000
0.1
6800
78000
0.3
23400
5
76000
0.2
15200
82000
0.1
8200
Total


52600


56300



Calculations of Standard Deviation:

Year
 Expected Net Cash Flows (ENCF)
(Cash inflows-ENCF) 2 * P
Expected Net Cash Flows
(Cash inflows-ENCF) 2 * P
1
6600
139392000
10800
190512000
2
18800
318096000
8000
204800000
3
5200
219024000
5900
281961000
4
6800
374544000
23400
894348000
5
15200
739328000
8200
544644000
Total
52600
1790384000
56300
2116265000

S.D
1790384000 =42312.92
S.D
2116265000 = 46002.88

According to standard deviation higher deviation higher risk therefore project A is less risk averse than project B.

Example: Find out which project is best for investment purpose between A and B project.

Year
Project A
Probability
Project B
Probability
1
24,000
0.4
22,000
0.2
2
39,000
0.5
29,000
0.6
3
46,000
0.1
34,000
0.2

Find out the coefficient of variance.

Solution:

Calculation of Expected Net Cash Flows:

Year
Project A
Probability
Expected Net Cash Flows
Project B
Probability
Expected Net Cash Flows
1
24,000
0.4            
9600
28,000
0.2
5600
2
39,000
0.5
19500
32,000
0.6
19200
3
46,000
0.1
4600
45,000
0.2
9000



33700


33800


Calculation of Standard Deviation:

Year
 Expected Net Cash Flows (ENCF)
Project A
(Cash inflows-ENCF) 2 * P
Expected Net Cash Flows
Project B
(Cash inflows-ENCF) 2 * P
1
9600
82944000
5600
100352000
2
19500
190125000
19200
98304000
3
4600
17139000
9000
259200000
Total
33700
444465000
33800
457856000

S.D
444465000 = 21082.33
S.D
457856000 = 21397.57

Coefficient Variance = Standard deviation / Expected Net Cash Flows

Project A:
= 21082.33 / 33700
= 0.625

Project B:
= 21397.57 / 33800
= 0.633


According to coefficient of variance project A and B shows equal risk. So, anyone of them can be chosen for investment purpose.

Comments

  1. It gives guidance to project development engineers in project appraisal before investment decision based on different CV(NPV). illustration is lucid and good.

    ReplyDelete
    Replies
    1. Thanks Soosaiya Anthreas for your nice comment.

      Delete

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