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Portfolio Optimization Results
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Portfolio Optimization Results
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Strategy
Start Date
End Date
Yearly mean return
Yearly volatility
Yearly VaR
Max drawdown
Sharpe ratio
Sortino ratio
Go Back
Unoptimized portfolio
30-04-2017
31-12-2023
20.44%
24.1%
-25.53%
-19.34%
.779
1.906
Maximize Return
Open Strategy
Strategy benefits
Increased Yearly Gain
+13,39 %
Description
'Maximize Portfolio Return' is an investment strategy focused on achieving the highest possible returns on investments. It aims to grow wealth through higher gains and can be advantageous for long-term growth and retirement planning. However, it involves higher risk, potential market volatility, and may require active management and monitoring. It's essential to balance this strategy with individual financial goals, risk tolerance, and diversification for a well-rounded investment approach.
Strategy Pros
Higher Returns
More
By focusing on maximizing returns, you have the potential to earn more money on your investments, which can help you reach your financial goals faster.
Wealth Accumulation
More
Over time, higher returns can lead to significant wealth accumulation, allowing you to build a substantial investment portfolio.
Retirement Planning
More
Maximizing returns can be particularly advantageous for retirement planning, as it can help grow your savings and provide a more comfortable retirement.
Investment Growth
More
This strategy prioritizes growth, making it suitable for investors with a long-term outlook and higher risk tolerance.
Strategy Cons
Increased Risk
More
Strategies that aim to maximize returns often involve higher risk investments. Riskier assets can experience larger fluctuations, potentially leading to significant losses.
Market Volatility
More
In pursuit of higher returns, you may need to invest in more volatile assets, subjecting your portfolio to market ups and downs.
Lack of Diversification
More
Focusing solely on returns may lead to an over-concentration in certain assets, sectors, or regions, leaving your portfolio vulnerable to specific risks.
Emotional Decision-making
More
The pursuit of higher returns can tempt investors to make impulsive decisions driven by fear or greed, which can negatively impact their portfolio.
...
Minimize Variance
Open Strategy
Strategy benefits
Decreased Yearly Volatility
-4,01 %
Decreased Yearly VaR
-2,07 %
Description
'Minimize Variance' is an investment strategy aimed at reducing fluctuations in the value of a portfolio. By prioritizing stability and lower risk, this approach seeks to provide consistent and predictable returns over time. It can be suitable for risk-averse investors looking to preserve capital and maintain a sense of financial security. However, it may come with the trade-off of potentially lower returns compared to higher-variance investments.
Strategy Pros
Stability
More
By minimizing variance, the portfolio's value tends to experience smaller swings in both positive and negative directions, providing a sense of stability.
Lower Risk
More
Lower variance typically means lower risk, as the portfolio is less likely to experience significant losses during market downturns.
Consistent Returns
More
A portfolio with reduced variance may generate more consistent returns over time, which can be important for long-term financial planning.
Suitable for Conservative Investors
More
This strategy is often favored by conservative or risk-averse investors who prioritize capital preservation and are uncomfortable with high levels of volatility.
Strategy Cons
Lower Potential Returns
More
While minimizing variance reduces risk, it may also limit the potential for high returns. Investments with higher expected returns often come with higher variance.
Opportunity Cost
More
Emphasizing low variance investments could mean missing out on other opportunities that may have higher potential returns but higher risk.
Inflation Risk
More
If the portfolio's returns are consistently lower than inflation, it may not keep pace with rising costs of living, potentially eroding purchasing power over time.
Trade-offs with Other Objectives
More
Minimizing variance may conflict with other investment goals, such as maximizing growth or generating income.
...
Minimize Max Drawdown
Open Strategy
Strategy benefits
Decreased Yearly Volatility
-0,04 %
Description
'Minimize Maximum Drawdown' is an investment strategy focused on reducing the largest potential loss a portfolio could experience from its peak value to its lowest point. The goal is to preserve capital and provide a smoother investment experience by limiting the impact of market downturns. However, this approach may come with the trade-off of potentially lower returns and requires careful consideration of asset allocation and risk management.
Strategy Pros
Capital Preservation
More
By minimizing maximum drawdown, the strategy seeks to protect your investment capital during market downturns, reducing the risk of significant losses.
Less Recovery Time
More
Smaller drawdowns mean it takes less time for your portfolio to recover to its previous peak value after a market decline.
Emotional Comfort
More
Investors may feel more comfortable and confident during turbulent market conditions, knowing that the strategy is designed to limit the worst-case scenario.
Long-Term Growth
More
Minimizing drawdowns can support long-term growth by preventing severe setbacks that can take a toll on overall portfolio performance.
Strategy Cons
Potential Lower Returns
More
To minimize drawdowns, the strategy may allocate more to lower-risk assets, potentially limiting the portfolio's potential for higher returns during bull markets.
Opportunity Cost
More
By avoiding certain riskier assets, the strategy may miss out on potential gains from those investments during periods of market outperformance.
Complexity
More
Implementing this strategy may require more sophisticated investment techniques or constant monitoring, making it more complex for individual investors.
Market Timing Challenges
More
It can be difficult to accurately predict market downturns, so timing the shift to more defensive assets can be challenging.
...
Maximize Sharpe Ratio
Open Strategy
Strategy benefits
Increased Yearly Gain
+4,09 %
Increased Sharpe Ratio
+.107
Description
'Maximize Sharpe Ratio' is an investment strategy focused on achieving the best risk-adjusted returns. It aims to optimize the balance between potential gains and the level of risk taken in the portfolio. By considering the historical performance and volatility of investments, the strategy seeks to identify assets and asset allocations that offer the most efficient trade-off between risk and reward. However, implementing this strategy may require complex calculations and careful consideration of individual financial goals and risk tolerance.
Strategy Pros
Risk-Adjusted Returns
More
The strategy prioritizes investments that offer higher returns relative to their level of risk, potentially providing a better balance between reward and risk.
Improved Performance
More
By maximizing the Sharpe Ratio, the portfolio seeks to achieve more efficient performance compared to strategies solely focused on returns or risk.
Optimal Asset Allocation
More
The approach encourages diversification and allocation among assets with different risk profiles, aiming to achieve the best risk-adjusted returns.
Better Decision Making
More
Investors can use the Sharpe Ratio to compare different investment options and make more informed choices about their portfolio.
Strategy Cons
Complexity
More
Implementing this strategy may involve sophisticated mathematical calculations and continuous monitoring of portfolio performance.
Data Sensitivity
More
The Sharpe Ratio is dependent on historical data, and changes in market conditions may affect the accuracy of the ratio.
Potential Shortcomings
More
The Sharpe Ratio is based on past performance and may not accurately predict future returns or risks.
Focus on Volatility
More
The Sharpe Ratio emphasizes volatility as a measure of risk, which may not fully capture all forms of risk, such as systemic or event-driven risks.
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Maximize Sortino Ratio
Open Strategy
Strategy benefits
Decreased Yearly Volatility
-1,03 %
Decreased Yearly VaR
-1,53 %
Increased Sharpe Ratio
+.041
Increased Sortino Ratio
+.050
Description
'Maximize Sortino Ratio' is an investment strategy that focuses on optimizing risk-adjusted returns with an emphasis on downside risk. It aims to select investments that provide better protection during market downturns by considering only negative volatility below a specified threshold. This approach is suitable for risk-averse investors seeking to manage downside risk and preserve capital, but it may require complex calculations and may potentially limit potential gains during bullish market conditions.
Strategy Pros
Downside Risk Mitigation
More
The strategy prioritizes investments that offer higher returns relative to the downside risk, which is the risk of losses below a specified threshold. This can provide better protection during market downturns.
Focused Risk Management
More
By emphasizing downside volatility, the approach aims to provide a more targeted risk management strategy to protect capital during adverse market conditions.
Enhanced Risk Assessment
More
The Sortino Ratio allows investors to assess risk in a way that is more relevant for managing potential losses, as it does not penalize for upside volatility.
Suitable for Risk-Averse Investors
More
This strategy may appeal to investors with a lower risk tolerance, as it emphasizes minimizing the risk of significant losses.
Strategy Cons
Data Sensitivity
More
Similar to other risk-adjusted measures, the Sortino Ratio relies on historical data and may not fully predict future performance.
Complexity:
More
Implementing this strategy may involve complex calculations and ongoing monitoring, making it less accessible to some individual investors.
Focus on Downside Only
More
The Sortino Ratio does not consider upside volatility, potentially overlooking opportunities for higher returns.
Potential for Lower Returns
More
Emphasizing downside risk may lead to a more conservative portfolio, which could limit potential gains during bullish market conditions.
...
Optimization Strategies Table
Visualize
Strategy
Start Date
End Date
Yearly mean return
Yearly volatility
Yearly VaR
Max drawdown
Sharpe ratio
Sortino ratio
Open Strategy
Maximize Return
30-04-2017
31-12-2023
33.83%
+13.39%
43.16%
+19.06%
-38.73%
-13.21%
-49.61%
-30.27%
.749
-.030
1.236
-.669
Open Strategy
Minimize Variance
30-04-2017
31-12-2023
15.93%
-4.51%
20.1%
-4.01%
-23.45%
+2.07%
-21.38%
-2.04%
.684
-.095
1.358
-.548
Open Strategy
Minimize Max Drawdown
30-04-2017
31-12-2023
20.37%
-.07%
24.06%
-.04%
-25.53%
-.%
-19.34%
.%
.779
.0
1.906
.0
Open Strategy
Maximize Sharpe Ratio
30-04-2017
31-12-2023
24.53%
+4.09%
26.72%
+2.61%
-25.66%
-.14%
-28.11%
-8.77%
.886
+.107
1.823
-.082
Open Strategy
Maximize Sortino Ratio
30-04-2017
31-12-2023
20.39%
-.05%
23.08%
-1.03%
-24.%
+1.53%
-20.83%
-1.49%
.820
+.041
1.956
+.050
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