Top funds with low probability of steep losses
With the current market volatility, it is very significant for a mutual fund investor to pick right mutual fund schemes from the range of schemes available in the market. To tackle with the market volatility, it is important to look into the risks involved in the investment of particular scheme. In the current volatile market, the downside risk is the main concern for the investor who want to protect their returns.
Analysing historical returns is good practice while reviewing the overall fund but in the current situation historical returns are not enough to arrive at an investment decision. Investors always seek to cap the loses to maximise returns, where historical returns seems to be insufficient. To lower the probability of losses, investors can use the Sortino ratio as a tool as it is capable of providing a better picture in the current volatile market. Sortino ratio is a statistical tool which considers the performance of the fund relative to the downside deviation.
Sortino ratio is calculated by subtracting the risk-free returns from the portfolio’s returns which is further divided by the downside deviation. With this, we can observe that large Sortino ratio suggests a lower probability of losses as it considers the negative volatility associated with the investment. So we have analysed 138 schemes among the equity-large cap, equity-mid cap and equity small-cap categories which have turned red in the last three months and are incurring losses. We analysed the Sortino ratios for the same to arrive at the schemes which have lower possibility of losses in the coming days. The method of using Sortino ratio as a risk measure is the most useful tool for conservative investors who usually are more concerned about the downside risks.
According to our data analysis, we have segregated categories-wise schemes which have higher Sortino ratio and are able to survive in the volatile market.
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)