Correlation Between Banco Bradesco and Harmony Gold

Can any of the company-specific risk be diversified away by investing in both Banco Bradesco and Harmony Gold at the same time? Although using a correlation coefficient on its own may not help to predict future stock returns, this module helps to understand the diversifiable risk of combining Banco Bradesco and Harmony Gold into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Banco Bradesco DRC and Harmony Gold Mining, you can compare the effects of market volatilities on Banco Bradesco and Harmony Gold and check how they will diversify away market risk if combined in the same portfolio for a given time horizon. You can also utilize pair trading strategies of matching a long position in Banco Bradesco with a short position of Harmony Gold. Check out your portfolio center. Please also check ongoing floating volatility patterns of Banco Bradesco and Harmony Gold.

Diversification Opportunities for Banco Bradesco and Harmony Gold

0.72

Correlation Coefficient

Banco Bradesco  Harmony Gold

Poor diversification

The 3 months correlation between Banco and Harmony is 0.72. Overlapping area represents the amount of risk that can be diversified away by holding Banco Bradesco DRC and Harmony Gold Mining in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Harmony Gold Mining and Banco Bradesco is a relative statistical measure of the degree to which these equity instruments tend to move together. The correlation coefficient measures the extent to which returns on Banco Bradesco DRC are associated (or correlated) with Harmony Gold. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Harmony Gold Mining has no effect on the direction of Banco Bradesco i.e., Banco Bradesco and Harmony Gold go up and down completely randomly.

Pair Corralation between Banco Bradesco and Harmony Gold

Assuming the 90 days trading horizon Banco Bradesco DRC is expected to under-perform the Harmony Gold. But the stock apears to be less risky and, when comparing its historical volatility, Banco Bradesco DRC is 1.86 times less risky than Harmony Gold. The stock trades about -0.34 of its potential returns per unit of risk. The Harmony Gold Mining is currently generating about -0.09 of returns per unit of risk over similar time horizon. If you would invest  1,260,000  in Harmony Gold Mining on September 14, 2024 and sell it today you would lose (269,000) from holding Harmony Gold Mining or give up 21.35% of portfolio value over 90 days.

Time Period	3 Months [change]
Direction	Moves Together
Strength	Significant
Accuracy	98.41%
Values	Daily Returns

Banco Bradesco DRC  vs.  Harmony Gold Mining

Banco Bradesco DRC

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Banco Bradesco DRC has generated negative risk-adjusted returns adding no value to investors with long positions. Despite weak performance in the last few months, the Stock's fundamental indicators remain somewhat strong which may send shares a bit higher in January 2025. The current disturbance may also be a sign of long term up-swing for the company investors.

Harmony Gold Mining

Risk-Adjusted Performance

0 of 100

Very Weak

Over the last 90 days Harmony Gold Mining has generated negative risk-adjusted returns adding no value to investors with long positions. Despite weak performance in the last few months, the Stock's basic indicators remain somewhat strong which may send shares a bit higher in January 2025. The current disturbance may also be a sign of long term up-swing for the company investors.

Pair Trading with Banco Bradesco and Harmony Gold

The main advantage of trading using opposite Banco Bradesco and Harmony Gold positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Banco Bradesco position performs unexpectedly, Harmony Gold can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Harmony Gold will offset losses from the drop in Harmony Gold's long position.

The idea behind Banco Bradesco DRC and Harmony Gold Mining pairs trading is to make the combined position market-neutral, meaning the overall market's direction will not affect its win or loss (or potential downside or upside). This can be achieved by designing a pairs trade with two highly correlated stocks or equities that operate in a similar space or sector, making it possible to obtain profits through simple and relatively low-risk investment.

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Note that this page's information should be used as a complementary analysis to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Investing Opportunities module to build portfolios using our predefined set of ideas and optimize them against your investing preferences.