What Happens When Stock Markets Are Oversold? (Historical Analysis)
When stock markets are oversold, we can expect strong returns over the next few days. But in the long term, returns gravitate toward the average returns. Thus, oversold stock markets only predict short-term results, not long-term. We do a backtest to prove our point.
When there is “blood in the street” the media takes interest in what happens in the stock market (and rarely at other times). You might get scared out of your positions when the headlines on internet sites catch your attention, so it might be interesting to know what happens when stock markets are oversold.
The stock market is very mean revertive, and when stock markets are oversol,d you can expect a short-term rebound up:
What is mean-reversion?
You have probably heard the statistical expression regression to the mean. Regression to the mean means that any strong deviations from the trend are likely abnormalities that later reverse and go the opposite direction.
This is what mean reversion is about: outliers turn around. It’s the opposite of momentum and trend-following.
Of, course, there is no rule without exceptions. There are no certainties in the stock market, but as a general rule, we would say this hypothesis is somewhat true.
What does oversold stock mean?
Oversold stock means that the stock market or a single stock has dropped significantly during a defined period of time.
For example, if you are looking at a time frame in trading of ten days, you need to define how much it should fall during this period to label it as “oversold”.
What does it mean when a stock is oversold?
When a stock is oversold it means that the stock has fallen significantly during a predefined time period. For example, a stock might have fallen 10% during the last 10 days, and we might argue the stock is oversold.
However, we need to use objective criteria to determine what an oversold stock is. This is best done by using one or several technical trading indicators. Such indicators can quickly be evaluated by using backtesting. You can read here on how to backtest a trading strategy. We at QuantifiedStrategies.com strongly encourage traders to backtest!
Let’s make an example of how you can formulate a hypothesis of what is oversold and which oscillating indicator to use:
What happens when stock markets are oversold?
Why would we say that the stock market is mean revertive? What happens when stock markets are oversold? We can show what happens when stock markets are oversold by running a simple backtest.
We do a simple backtest that has the following rules:
Trading Rules
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This is all there is to it. We use the Relative Strength Indicator (RSI) because it’s a typical mean revertive indicator that measures the velocity of the up and down days.
When RSI shows low values, it signals that the market has dropped significantly over the last three days and is oversold. We then enter at the close, and we wait until the market gets a solid up day in the opposite direction and closes above yesterday’s high.
If we backtest this simple trading strategy on the S&P 500 from 1985 until today, we get the following equity curve:
The equity curve shows 100 000 invested in 1985 and profits are reinvested up until today. The above chart does not include reinvested dividends. As you can see, the ride is pretty smooth and consistent, thus we can say that oversold stock markets have performed well over the next few days.
This is the drawdowns:
There are 484 trades, the average gain per trade is 0.64%, the win rate is 75%, CAGR is 7.7%, the max drawdown is 26%, and the profit factor is 2.5. Pretty impressive for such a simple strategy! In real life it could be even better because we have ignored any dividends received in this backtest.
However, please remember that this strategy didn’t work that well before 1990.
Please also read what happens when stock markets are overbought.
What happens when stock markets are oversold? Conclusion
In our opinion, the backtest above shows what happens when stock markets are oversold : the markets usually bounce back (but markets can eventually turn around and continue sliding).
However, the stock market has not always been like that. Prior to when the futures pits in Chicago started S&P 500 futures in 1982, the markets were not prone to mean reversion. Thus, it’s not for sure stock markets will revert to the mean forever.
FAQ:
How can oversold conditions in the stock market be measured?
When stock markets are oversold, it implies that the market has experienced a significant decline within a defined period. Oversold conditions are often measured using indicators such as the 3-day RSI (Relative Strength Indicator). In the provided example, the hypothesis of oversold is defined when the 3-day RSI is below 20.
Why is the stock market considered mean revertive when oversold?
Mean reversion in the stock market refers to the tendency of stock prices to revert to their historical average after experiencing significant deviations. The stock market is considered mean revertive, especially when oversold, because historical patterns suggest that strong deviations from the trend are likely abnormalities that tend to reverse and move in the opposite direction.
How successful is the backtested trading strategy for oversold conditions in the stock market?
The backtesting strategy involves buying at the close when the 3-day RSI is below 20 and selling at the close when the current close is higher than yesterday’s high. According to the backtest results on the S&P 500 from 1985 until today, the strategy shows promising results. There were 448 trades, the average gain per trade was 0.64%, with a win rate of 75%, a CAGR of 7.6%, a max drawdown of 26%, and a profit factor of 2.4.