Portfolio Analysis

Surname 1
Name
Instructor
Course
Date
Introduction
A portfolio is defined as a collection of financial assets that are held directly by the
specific investor or managed by an appointed fund manager. The portfolio may consist of
stocks cash or bonds and their financial bills counterparts. Most investors would wish to
spread their risk while maintaining a reasonable return on investment. This aspect of financial
management is termed portfolio diversification. Diversification would, therefore, refer to a
mix of different investments within a single portfolio as a risk management measure. A
diversification strategy ensures that the investor would get a higher return form a particular
portfolio, with minimum risk, compared to any individual investment.
Analysis
Assuming an expected return on equity (E (r
E
)) at 10% and that of debt (E (r
D
)) at 7%
with a risk free return (r
f
) at 5%. The presumed standard deviation of the debt investment is
13% while the standard deviation of the equity investment is 19% with an overall correlation
coefficient (ρ (D, E)) of 5%.
Fund
Debt (D)
Equity (E)
Debt (D)





7 x 7 x 1 = 49
CoV(

)

13 X 19 X 0.05 = 12.35
Equity (E)
CoV(

)

19 X 13 X 0.05 =12.35



10 x 10 x 1 = 100
In calculating the weights of the different assets in the portfolio, the following formula was
used to calculate the weight of equity in the portfolio
 



 
 


Surname 2


= 0.294851
Since there is only one portfolio, the sum of all investments within the portfolio
should add up to 1. Thereof the formula for calculating the weight of debt in the portfolio is
given by:
 
 0.294851
0.705149
Having determined the weight of the individual investments, the expected return at
these weights is calculated using the formula below:


 

(0.736162 x 13) + (0.263838 x 19) = 7.884553
= 7.88%
The standard deviation on the other hand is calculated using the formula below:
 
 





  

      
10.97964
A calculation of the optimal risk by the portfolio involves the difference between the
risk-free asset, which is provided, and the return on a risky asset. Therefore, for the debt
investment the excess return (R) is 2% (7% - 5%) while for the equity investment the excess
return (R) is 5% (10% 5%).
From the results above, the new weight of the portfolio is calculated using the formula
below:



 






 

 
  



 
     
Surname 3
0.385581
The weight of equity would then be:
 
 0.385581
0.614419
The expected return on investment using the new weights is calculated for the
investment using the formula below:


 


   8.843258


The standard deviation for the new weights is also calculated using the formula
below:
 
 





  

      
12.93
Surname 4
Efficient frontier
Figure 1: efficient frontier graph for the investment portfolio
Figure 2: Efficient frontier with capital allocation lines
The slope at each point of expected return and the standard deviation is then
calculated using the formula below:

  
Therefore for:
a. Minimum variance portfolio:
Slope =


= 0.262718396
0.00
2.00
4.00
6.00
8.00
10.00
12.00
0.00 5.00 10.00 15.00 20.00
Expected Return
Standard Deviatiopn
Efficient Frontier
equity
Risk free assets
all-debt
all equity
min-var
Debt
Surname 5
b. All debt risky portfolio



0.153846154
c. All-equity portfolio



0.263157895
d. Optimal risky portfolio



0.297170074
The capital allocation line has a slope that defines the amount of gain gotten form a
minimal increase (1%) in risk. If the slope of the curve is established to be steep, then an
investor would expect a higher return given the higher risk of investment. Therefore the
capital allocation line with the highest value of slope (steepest) gives the highest expected
return from the portfolio. From the calculations above this is the optimal risk portfolio
(0.297170074).
The risky portfolio with the highest expected return does not give the highest return on its
own when combined with a risk-free asset. The all-equity risky portfolio above only yields
0.26 expected return which is lower than the optimal risky portfolio at 0.29. The CAL of the
optimal complete portfolio gives the highest expected return of 0.29% for every 1% increase
in risk, while the CAL of all debt-risky portfolio gives the lowest return (0.15%) for every
1% increase in risk.
In conclusion, calculating the slope of the CAL helps us to understand that diversification
of investment portfolios would bring some efficiency. At the minimum variance portfolio,
more return is gained from reduced risk. At any point above this more return is expected to be
earned for the increased risk. What it means is that if an investor wants to gain more returns
he/she has to take more risks.
Assuming two separate investors are looking to invest the same amount of cash into
their portfolio but have different risk aversions, say 5 and 7. The second investor is very risk-
averse. Risk aversion refers to how willing an investor is to take on a risky investment. In this
situation the yield is calculated as follows:

  

a. Minimum variance portfolio:
y =


= 0.052543679
b. All debt risky portfolio


0.030769231
c. All-equity portfolio
Surname 6


0.052631579
d. Optimal risky portfolio


0.059434015
For a risk aversion of 7, the calculations become
a. Minimum variance portfolio:
y =


= 0.052543679
b. All debt risky portfolio


0.030769231
c. All-equity portfolio


0.052631579
d. Optimal risky portfolio


0.059434015
Conclusion
Investment is made based on the fact that highly risky assets yield higher returns than
the less risky assets. In this scenario, it would be best to invest in the riskiest asset (debt).
However, portfolio diversification offers more options for achieving maximum return while
reducing the risk in the investment portfolio for the client. Given our investors assumed cash
investment of £ 2,500,000 the best mix that would guarantee maximum returns would be
0.023 on debt, 0.037 on equity and 0.94 on risk-free assets.
Surname 7
Appendices
Table 1: Portfolio analysis for a client with a risk aversion of 7
Investor: Risk aversion co-efficient:
Opportunity set
Slope
Capital allocation
Proportions (%)
Investments (£)
Expected income
Risky assets
rf
E(r
c)
W
D
W
E
E(r
p)
SD
y
D
E
D
E
rf
D
E
rf
Total
E(rc)
1
0
1
10.
00
19.
00
0.26315
7895
0.05263
1579
0
0.05263
1579
0.94736
8421
1
0
13157
8.9
2368421
.053
0
6925.20
7756
2243767
.313
2250692
.521
249307
.479
2
0.
1
0.
9
9.7
0
17.
21
0.27303
3023
0.05460
6605
0.005
461
0.04914
5944
0.94539
3395
1
13651
.65
12286
4.9
2363483
.489
74.54
703
6038.30
9547
2234421
.681
2240534
.537
259465
.463
3
0.
2
0.
8
9.4
0
15.
55
0.28298
7752
0.05659
755
0.011
32
0.04527
804
0.94340
245
1
28298
.78
11319
5.1
2358506
.124
320.3
283
5125.25
2325
2225020
.455
2230466
.036
269533
.964
4
0.
3
0.
7
9.1
0
14.
05
0.29190
0354
0.05838
0071
0.017
514
0.04086
605
0.94161
9929
1
43785
.05
10216
5.1
2354049
.823
766.8
524
4175.08
5028
2216620
.227
2221562
.165
278437
.835
5
0.
39
0.
61
8.8
4
12.
93
0.29717
0074
0.05943
4015
0.022
917
0.03651
7399
0.94056
5985
1
57291
.54
91293
.5
2351414
.963
1312.
928
3333.80
1105
2211660
.931
2216307
.66
283692
.34
6
0.
4
0.
6
8.8
0
12.
76
0.29770
4729
0.05954
0946
0.023
816
0.03572
4567
0.94045
9054
1
59540
.95
89311
.42
2351147
.636
1418.
05
3190.61
1804
2211158
.082
2215766
.743
284233
.257
7
0.
5
0.
5
8.5
0
11.
78
0.29721
3791
0.05944
2758
0.029
721
0.02972
1379
0.94055
7242
1
74303
.45
74303
.45
2351393
.105
2208.
401
2208.40
0937
2211619
.813
2216036
.615
283963
.385
8
0.
6
0.
4
8.2
0
11.
16
0.28675
8613
0.05735
1723
0.034
411
0.02294
0689
0.94264
8277
1
86027
.58
57351
.72
2356620
.693
2960.
298
1315.68
8038
2221464
.437
2225740
.423
274259
.577
9
0.
7
0.
3
7.9
0
10.
98
0.26419
7013
0.05283
9403
0.036
988
0.01585
1821
0.94716
0597
1
92468
.95
39629
.55
2367901
.494
3420.
203
628.200
5528
2242782
.994
2246831
.397
253168
.603
1
0
0.
71
0.
29
7.8
8
10.
98
0.26271
8396
0.05254
3679
0.037
051
0.01549
2565
0.94745
6321
1
92627
.79
38731
.41
2368640
.802
3431.
963
600.048
9345
2244183
.699
2248215
.711
251784
.289
1
1
0.
8
0.
2
7.6
0
11.
25
0.23112
0699
0.04622
414
0.036
979
0.00924
4828
0.95377
586
1
92448
.28
23112
.07
2384439
.651
3418.
674
213.667
1092
2274220
.979
2277853
.32
222146
.68
1
2
0.
9
0.
1
7.3
0
11.
95
0.19252
2217
0.03850
4443
0.034
654
0.00385
0444
0.96149
5557
1
86635
9626.
111
2403738
.892
3002.
249
37.0648
0385
2311184
.264
2314223
.578
185776
.422
Surname 8
1
3
1
0
7
13.
00
0.15384
6154
0.03076
9231
0.030
769
0
0.96923
0769
1
76923
.08
0
2423076
.923
2366.
864
0
2348520
.71
2350887
.574
149112
.426
Table 2: Portfolio analysis for a client with a risk aversion of 7
Investor: Risk aversion co-efficient:
Opportunity set
Slope
Capital allocation
Proportions (%)
Investments (£)
Expected income
Risky assets
rf
E(r
c)
W
D
W
E
E(r
p)
SD
y
D
E
D
E
rf
D
E
rf
Total
E(rc)
1
0
1
10.
00
19.
00
0.26315
7895
0.03759
3985
0
0.03759
3985
0.96240
6015
1
0.00
93984
.96
240601
5.04
0.00
3533
.27
231556
3.34
231909
6.61
18090
3.39
2
0.
1
0.
9
9.7
0
17.
21
0.27303
3023
0.03900
4718
0.003
9
0.03510
4246
0.96099
5282
1
9751.
18
87760
.61
240248
8.21
38.0
3
3080
.77
230877
9.83
231189
8.64
18810
1.36
3
0.
2
0.
8
9.4
0
15.
55
0.28298
7752
0.04042
6822
0.008
085
0.03234
1457
0.95957
3178
1
20213
.41
80853
.64
239893
2.95
163.
43
2614
.92
230195
1.71
230473
0.07
19526
9.93
4
0.
3
0.
7
9.1
0
14.
05
0.29190
0354
0.04170
0051
0.012
51
0.02919
0035
0.95829
9949
1
31275
.04
72975
.09
239574
9.87
391.
25
2130
.15
229584
6.98
229836
8.38
20163
1.62
5
0.
4
0.
6
8.8
0
12.
76
0.29770
4729
0.04252
9247
0.017
012
0.02551
7548
0.95747
0753
1
42529
.25
63793
.87
239367
6.88
723.
49
1627
.86
229187
5.61
229422
6.97
20577
3.03
6
0.
39
0.
61
8.8
4
12.
93
0.29717
0074
0.04245
2868
0.016
369
0.02608
3857
0.95754
7132
1
40922
.53
65209
.64
239386
7.83
669.
86
1700
.92
229224
1.28
229461
2.06
20538
7.94
Surname 9
7
0.
5
0.
5
8.5
0
11.
78
0.29721
3791
0.04096
5516
0.020
483
0.02048
2758
0.95903
4484
1
51206
.90
51206
.90
239758
6.21
1048
.86
1048
.86
229936
7.85
230146
5.57
19853
4.43
8
0.
6
0.
4
8.2
0
11.
16
0.28675
8613
0.04096
5516
0.024
579
0.01638
6206
0.95903
4484
1
61448
.27
40965
.52
239758
6.21
1510
.36
671.
27
229936
7.85
230154
9.48
19845
0.52
9
0.
7
0.
3
7.9
0
10.
98
0.26419
7013
0.03774
243
0.026
42
0.01132
2729
0.96225
757
1
66049
.25
28306
.82
240564
3.92
1745
.00
320.
51
231484
9.08
231691
4.59
18308
5.41
1
0
0.
71
0.
29
7.8
8
10.
98
0.26271
8396
0.04245
9113
0.029
94
0.01251
9119
0.95754
0887
1
74849
.98
31297
.80
239385
2.22
2241
.01
391.
82
229221
1.38
229484
4.20
20515
5.80
1
1
0.
8
0.
2
7.6
0
11.
25
0.23112
0699
0.03301
7243
0.026
414
0.00660
3449
0.96698
2757
1
66034
.49
16508
.62
241745
6.89
1744
.22
109.
01
233763
9.13
233949
2.37
16050
7.63
1
2
0.
9
0.
1
7.3
0
11.
95
0.19252
2217
0.02750
3174
0.024
753
0.00275
0317
0.97249
6826
1
61882
.14
6875.
79
243124
2.07
1531
.76
18.9
1
236437
5.19
236592
5.86
13407
4.14
1
3
1
0
7
13.
00
0.15384
6154
0.02197
8022
0.021
978
0
0.97802
1978
1
54945
.05
0.00
244505
4.95
1207
.58
0.00
239131
7.47
239252
5.06
10747
4.94

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