The Impossible Can Happen in the Stock Market: Why Investors Should Never Ignore Extreme Risk

November 3, 2026 4 min read

1. When the Stock Market Falls 20% in a Single Day

The Brazilian stock market recently witnessed an extraordinary fall of almost 20% in a single trading session. A 20% fall in an entire market index is already a huge event, but it also means that many individual stocks may have fallen much more. Such a sharp move shows how quickly things can change in the stock market. No matter how stable a market may look, uncertainty is always present. Events that seem almost impossible can suddenly become reality, leaving investors with very little time to react.


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2. A Market Crash That Was Almost Impossible According to Maths

The size of this fall was around 8.4 standard deviations, making it an extremely rare event. The normal daily movement was estimated at around 0.04%, while one standard deviation was about 2.36%.

Source: Kobeissi Letter

Under normal market assumptions, most daily movements are expected to stay within a limited range. A fall of 20% in a single session was estimated to have odds of roughly one in 58 quadrillion. This is far beyond what traditional statistical models would normally expect. It also shows that stock markets do not always follow the neat patterns that mathematical models suggest.

3. The Hidden Danger of Extreme Market Events

Most investors use the normal distribution, also known as the bell curve, to understand market movements. It helps explain how often small and large price changes may happen. However, real markets can behave very differently. They have what are known as fat tails, which means extreme market movements can happen more often than simple models suggest. Sometimes, markets can produce events that look almost impossible on paper. This is why investors should never assume that a very rare event cannot happen just because it has not happened before.

4. Why Past Market Performance Cannot Predict Every Risk

Looking at the past performance of a stock, index or investment strategy is useful. It helps investors understand how an investment has behaved over the last 10, 20 or 30 years. Historical data can show the biggest falls, market recoveries and periods of high volatility. But there is one major problem: past data cannot tell us everything about the future. Even if a market has never fallen more than 10% in a single day, there is no guarantee that it will never fall 30% or 50%. History gives us an idea of what can happen, but it cannot show us every possible risk.

5. Why Leverage Can Destroy Your Investment Account

This becomes even more dangerous when investors use leverage. Many traders decide how much leverage to take based on the biggest falls they have seen in the past. They may believe that a stock cannot fall more than 10% or 15% in one day because that is what history suggests. But an unexpected market crash can change everything. A much bigger fall can wipe out the entire trading account, especially when large borrowed positions are involved. The problem is not just losing money. With high leverage, even one extreme market event can completely destroy an investor’s capital.

6. Indian Stock Market History Also Shows That Anything Is Possible

Indian markets have also seen periods of extreme movements. While the last 10–12 years have not seen many very large single-day moves, the decade before that was very different. Events in 2004 and 2009 saw sharp market movements, with Nifty experiencing circuit days and movements of around 20%. Today, investors may feel that such events are unlikely because they have not happened for a long time. But that does not mean the risk has disappeared. The biggest lesson is simple: never decide your risk or leverage based only on what the market has done in the past. In the stock market, almost nothing is impossible. Protecting your capital should always come before trying to make bigger profits.

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    The Impossible Can Happen in the Stock Market: Why Investors Should Never Ignore Extreme Risk