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s Financial Modeling Topic #8: Dynamic Portfolio
Simulation, Monte Carlo, Personal Financial Planning Models, @Risk
1
Learning Objectives
• Simulate portfolios with multiple periods, changing asset allocation, and contributions
• Create a personal financial planning model
• Use @Risk and Macros to run Monte Carlo Simulations
• Use @Risk Goal Seek
2
Retirement Portfolio Estimate
SavingsAssumptions
Income $55,000 Correl
SavingsRate 15% Stock
CapitalMarket Assumptions Stock Bond Cash
1.00 0.30 -
Mean Std Dev
7.50% 16.00%
Results Expected
FV(Portfolio) $2,051,298
• Assumptions
Inflation Rate
SalaryGrowth
2.50% Bond
2.50% Cash
0.30 1.00
- 0.10
0.10 3.50%
1.00 2.50%
8.00% Ret. Annuity $
2.00% Real Annuity $
111,532
41,538
– Capital Market
Current Age 25 Covar Stock Bond Cash Simulated Initial Portfolio $1 Stock 0.0256 0.0038 - FV(Portfolio) YearsinRetire 30 Bond 0.0038 0.0064 0.0002 Ret. Annuity $ -Ageat Retire. 65 Cash - 0.0002 0.0004 Real Annuity $ -Note: Simulatedportfolio valueusesrandom walkmodel (S=S-1*(1+μ+Zσ)whereZ=normsinv(rand()),Year End Cont.
Age Salary Contribut. Stock% Bond% Cash% μ σ Exp. PortfolioSim.Portfolio
Assumptions: Vols, Means, and Correlations above
25 $ 55,000 $ 8,250 95% 5%
26 $ 56,375 $ 8,456 94% 6%
BegBal=> 0% 7.30% 15.32%
0% 7.26% 15.19%
$1 $8,251
$17,306
$1 $8,251
$18,202
– Asset Allocation
27 $ 57,784 28 $ 59,229 29 $ 60,710 30 $ 62,227 31 $ 63,783 32 $ 65,378 33 $ 67,012
34 $ 68,687
$ 8,668 93% 7% $ 8,884 92% 8% $ 9,106 91% 9% $ 9,334 90% 10% $ 9,567 89% 11% $ 9,807 88% 12% $10,052 87% 13%
$10,303 86% 14%
0% 7.22% 0% 7.18% 0% 7.14% 0% 7.10% 0% 7.06% 0% 7.02% 0% 6.98%
0% 6.94%
15.06% $27,224 14.92% $38,063 14.79% $49,887 14.66% $62,763 14.53% $76,761 14.40% $91,957 14.27% $108,427
14.14% $126,255
$29,300 $49,724 $60,942 $81,164 $119,366 $111,277 $141,352
$162,160
• Stock% = 120 – Age, Remaining in Bonds, no cash (money market)
35 $ 70,405 40 $ 79,656
45 $ 90,124
$10,561 85% 15% $11,948 80% 20%
$13,519 75% 25%
0% 6.90% 0% 6.70%
0% 6.50%
14.01% $145,527 13.37% $266,914
12.74% $440,207
$200,122 $345,999
$616,292
– Year-End Contributions
50 $ 101,967 55 $ 115,366
60 $ 130,526
$15,295 70% 30% $17,305 65% 35%
$19,579 60% 40%
0% 6.30% 0% 6.10%
0% 5.90%
12.14% $682,157 11.55% $1,013,549
10.99% $1,459,769
$1,288,799 $1,664,415
$1,708,097
– Retirement Annuity
65 $ 147,679 70 $ 167,085 75 $ 189,041 80 $ 213,883
85 $ 241,988
$22,152 55% 45% $25,063 50% 50% $28,356 45% 55% $32,082 40% 60%
$36,298 35% 65%
0% 5.70% 0% 5.50% 0% 5.30% 0% 5.10%
0% 4.90%
10.46% $2,051,298 9.96% $2,824,114 9.50% $3,819,918 9.08% $5,086,111
8.71% $6,675,467
$2,725,035 $3,550,749 $4,873,228 $7,932,956
##########
• n=30-year term, i=Bond Rate, pv=portfolio value
Key Retirement Ratios
• Wealth / Income
– Calculation: Total Monetary Wealth at Retirement /Annual Income prior to retirement
– Importance: Standardized measure of savings adjusting for income level
– Research suggests that W/I ratio targets should be between 5 and 15 times income (increasing function of wealth)
• Income Replacement
– Calculation:Annual Retirement Income from
Private Savings / Annual Income prior to
SavingsAssumptions etirCapitalMarket AssumptionsPortfolio Estimate
Income
SavingsRate
$55,000 Correl
15% Stock
Stock Bond Cash
1.00 0.30 -
Mean StdDev
7.50% 16.00%
Expected
FV(Portfolio) $2,051,298 13.9 Retirement Wealth/ Income
InflationRate
SalaryGrowth
2.50% Bond
2.50% Cash
0.30 1.00
- 0.10
0.10 3.50%
1.00 2.50%
8.00% Ret. Annuity
2.00% Real Annuity
$ 111,532 76%IncomeReplacement
$ 41,538
Current Age
Initial Portfolio
25 Covar
$1 Stock
Stock Bond Cash
0.0256 0.0038 -
Simulated
FV(Portfolio) $2,046,133
Simulated
13.9 IncomeReplacement
YearsinRetire
Ageat Retire.
30 Bond 0.0038 0.0064 0.0002
65 Cash - 0.0002 0.0004
Ret. Annuity
Real Annuity
$ 111,251 75%Retirement Wealth/ Income
$ 41,433
Note: Simulatedportfoliovalueusesrandomwalkmodel (S=S-1*(1+μ+Zσ)whereZ=normsinv(rand()),Year EndCont. Age Salary Contribut. Stock% Bond% Cash% μ σ Exp. PortfolioSim.Portfolio
BegBal=> $1 $1
25 $ 55,000 26 $ 56,375 27 $ 57,784 28 $ 59,229 29 $ 60,710 30 $ 62,227 31 $ 63,783 32 $ 65,378 33 $ 67,012 34 $ 68,687 35 $ 70,405 40 $ 79,656
45 $ 90,124
$ 8,250 95% 5% $ 8,456 94% 6% $ 8,668 93% 7% $ 8,884 92% 8% $ 9,106 91% 9% $ 9,334 90% 10% $ 9,567 89% 11% $ 9,807 88% 12% $10,052 87% 13% $10,303 86% 14% $10,561 85% 15% $11,948 80% 20%
$13,519 75% 25%
0% 7.30% 0% 7.26% 0% 7.22% 0% 7.18% 0% 7.14% 0% 7.10% 0% 7.06% 0% 7.02% 0% 6.98% 0% 6.94% 0% 6.90% 0% 6.70%
0% 6.50%
15.32% $8,251 15.19% $17,306 15.06% $27,224 14.92% $38,063 14.79% $49,887 14.66% $62,763 14.53% $76,761 14.40% $91,957 14.27% $108,427 14.14% $126,255 14.01% $145,527 13.37% $266,914
12.74% $440,207
$8,251 $17,495 $28,611 $40,980 $40,433 $55,613 $68,106 $97,059 $121,850 $160,468 $200,098 $290,236
$556,185
50 $ 101,967 $15,295 70% 30% 0% 6.30% 12.14% $682,157 $759,633
55 $ 115,366 60 $ 130,526
65 $ 147,679
$17,305 65% 35% $19,579 60% 40%
$22,152 55% 45%
0% 6.10% 0% 5.90%
0% 5.70%
11.55% $1,013,549 10.99% $1,459,769
10.46% $2,051,298
$854,850 $1,451,251
$2,046,133
• Simulated portfolio values reflect last iteration only. Changes each time worksheet
recalculates (f-9) or excel operation (paste,
...
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