How to calculate expected income
In the field of investment and finance,expected returnis a core concept that helps investors evaluate the average return on a potential investment. Whether it is stocks, funds, or other financial products, understanding how expected returns are calculated is crucial to decision-making. This article will combine the hot topics and hot content on the Internet in the past 10 days, analyze in detail the calculation method of expected returns, and provide structured data examples.
1. What is expected return?

Expected return refers to the average expected return of an investor within a specific period of time, calculated based on a probability distribution. It takes into account all possible outcomes and their probability of occurrence and is a weighted average. The formula is as follows:
Expected return = Σ (yield × probability)
For example, a certain stock has three possible rates of return and their probabilities are as follows:
| Yield | Probability |
|---|---|
| 10% | 30% |
| 5% | 50% |
| -2% | 20% |
Expected return = (10% × 30%) + (5% × 50%) + (-2% × 20%) = 4.6%
2. Examples of expected returns among hot topics on the Internet
In the past 10 days, the following hot content is closely related to expected income:
| hot topics | Related data | Expected return analysis |
|---|---|---|
| Cryptocurrency volatility | Bitcoin’s single-day increase or decrease is ±5% | Long-term expected returns need to be calculated based on historical volatility |
| A-share new energy sector | The average return rate in the past 5 days is 3.2% | Short-term expected returns are higher than the market average |
| Fed rate hike expectations | The probability of interest rate hike is 70%, which will affect bond income | Bond portfolio needs to recalculate expected return |
3. How to use expected return to guide investment?
1.Diversification: By combining different assets, the risk of a single asset is reduced and the overall expected return is increased.
2.risk assessment: Expected returns need to be analyzed together with risks (such as variance). For example:
| investment options | expected return | Risk (standard deviation) |
|---|---|---|
| Stock A | 8% | 15% |
| Bond B | 4% | 5% |
3.Dynamic adjustment: Update the probability distribution and revise the expected return based on market hot spots (such as recent artificial intelligence concept stocks).
4. Precautions
- Historical data does not equal future performance, and probabilities need to be combined with the latest information (such as policy changes).
- High expected returns may be accompanied by high risks, which need to be selected based on personal risk preference.
-Regular review and correction of assumptions in the calculation model.
5. Summary
Expected return is an important tool for quantifying investment value, but it needs to be applied flexibly based on specific scenarios. Recent hot topics such as cryptocurrency and A-share sector rotation have provided fresh cases for the calculation of expected returns. Investors should master the methods, pay attention to the data, and maintain rational judgment.
(The full text is about 850 words in total)
check the details
check the details