Golden Cross and Death Cross Trading Strategy: Understanding the Basics

 

 
Are you ready for some trading excitement? Looking for a strategy that’s more thrilling than a roller coaster ride? Well, buckle up, because we’re about to dive into the world of Golden Cross and Death Cross trading strategies! But be warned, folks, it’s not all rainbows and unicorns in the land of trading. These strategies may sound like something out of a fantasy novel, but they come with their own set of pros and cons that you need to be aware of. So, grab your popcorn and get ready for a wild ride as we explore the ups and downs of these mythical-sounding trading techniques!

Now, let’s start with the basics. The Golden Cross and Death Cross are two popular technical indicators used in trading to identify potential buying or selling opportunities. They are formed when the shorter-term moving average (such as the 50-day moving average) crosses above or below the longer-term moving average (such as the 200-day moving average). When the shorter-term moving average crosses above the longer-term moving average, it’s called the Golden Cross, which is typically seen as a bullish signal. And when the shorter-term moving average crosses below the longer-term moving average, it’s called the Death Cross, which is usually seen as a bearish signal. Sounds like something straight out of a fairy tale, right?



But before you go off chasing after these mythical crosses, let’s take a closer look at the pros and cons of these trading strategies.

Pros of Golden Cross and Death Cross Trading Strategies:

Easy to understand: One of the biggest advantages of the Golden Cross and Death Cross strategies is their simplicity. These crossovers are easy to understand and can be quickly identified on a price chart, making them accessible to traders of all levels of experience.

Confirmation of trend: The Golden Cross and Death Cross can provide confirmation of a bullish or bearish trend in the market. When the Golden Cross occurs, it can signal the start of a potential uptrend, while the Death Cross can signal the start of a potential downtrend, providing traders with a clear directional bias.

Time-tested: The Golden Cross and Death Cross have been used by traders for many years and have stood the test of time. They have been observed in various financial markets and have been considered reliable indicators by some traders.

Cons of Golden Cross and Death Cross Trading Strategies:

Delayed signals: One of the main drawbacks of the Golden Cross and Death Cross strategies is that they can generate delayed signals. These crossovers occur after the price has already made a significant move, which means traders may miss out on the initial part of the trend.

Whipsaw signals: Ah, the dreaded whipsaw! Just like a unicorn that turns out to be a regular horse with a horn glued on, the Golden Cross and Death Cross can sometimes be misleading. Whipsaw signals are false signals that can occur in these strategies, leading to false buy or sell signals during periods of market volatility or when the price is moving in a sideways or range-bound manner, resulting in potential losses.

Not suitable for all markets: These magical crosses may not work equally well in all markets. They are primarily designed for trending markets and may not be as effective in choppy or unpredictable markets where the price moves in a random manner.

Lack of context: The Golden Cross and Death Cross do not consider other important factors such as market fundamentals, news events, or market sentiment. Trading decisions based solely on these crossovers may lack the necessary context and may not capture the full picture of the market.

Risk of over-reliance: Beware of putting all your trading eggs in one basket! Relying solely on the Golden Cross and Death Cross strategies can lead to over-reliance on these indicators and may not take into account other important aspects of trading, such as risk management, position sizing, and proper trade execution. It’s important to use these strategies in conjunction with other technical and fundamental analysis tools to make well-informed trading decisions.

It is important to remember that the “Crosses” pattern should not be relied on in isolation. Traders should always conduct their own research and analysis, and consider a range of factors before making any trades.

However, in this blog, we plan to test a simple “Golden Cross & Death Cross” Trading Strategy solely, to get a direct impression, without other indicators’ help or correction, how a pure “Crosses” strategy will work?

Let’s download the “Golden Cross & Death Cross” Trading Strategy backtesting tool from this link. It’s an Excel Macro that’s very easy to use. For this trial, let’s pick TSLA (Tesla, Inc.’s stock symbol) to do a back test. We’ll import TSLA’s historical data, keeping around 2,300 days’ worth and cutting off the rest. The settings will be as follows:



In the “Pick” worksheet, set the Principal at cell B18 (typically set at 100,000), and the Training % at cell B16 (normally set at 70).

Set the SMA at cell B2 (normally set at 5), and the Expiration at cell B7 (normally set at 3).

Fill the Optimization Factor value in cell B34. This value is specific to each stock and is calculated based on its unique features. It influences the Trigger and Momentum used during the backtesting VBA Macro. Users can follow us for getting the newest unique Optimization Factor for particular stock.

Now, let’s go to the “Scan” worksheet, set the scan ranges for Take Profit, Stop Loss, and Momentum. The “Scan” worksheet looks like below:



The backtesting VBA Macro will try every combination, such as Take Profit at 3%, Stop Loss at 12%, and Momentum (a standard to trigger the Buy or Sell actions) at 5, etc. This tool will execute these conditions to simulate a series of trading actions using historical data from the beginning, opening and closing long or short positions based on the signals generated by your trading strategies.

To run the VBA Macro program, there are several methods, for example, we can:

1. Click on the “View” tab on the Excel ribbon.

2. Click on the “Macros” button in the “Macros” group. This will open the “Macro” dialog box.

3. In the “Macro” dialog box, select the Macro that you want to run.

4. Click on the “Run” button.

We can also press Alt + F8, the “Macro” dialog box will jump out, select the Macro, then click the “Run” button.

The fastest method is using shortcut hot keys: Press Ctrl + Y, the Macro will run immediately.

After running the VBA tool, we will get a curve in “Chart” worksheet like this:



After a long run from 2013–08–08 to 2023–01–24, spanning a total of 2382 trading days, and with the following parameters set: Momentum at 0, Take Profit at 27%, Stop Loss at 15%, Short Term SMA at 13, Long Term SMA at 19, we obtained an Annual ROI of 48.41%. This is significantly higher compared to the S&P 500 Index’s average of 7%, and even surpasses the legendary investor Warren Buffet’s average ROI of 17% per year. It almost sounds too good to be true for this Golden Cross and Death Cross strategy under these parameter settings. However, it’s important to remember that backtesting is based on solid facts and numbers, as well as discipline, and the result is both surprising and real.



During this period, a total of 38 trade deals were completed, with 16 of them being long positions and 22 of them being short positions. The stop loss was triggered 12 times, while the take profit was achieved 25 times. The ratio of stop loss vs. take profit was 65.79% vs. 31.58% (one position is not closed yet). On average, it took 62.7 days to complete one full round of buying and selling.

In conclusion, the “Golden Cross & Death Cross” Trading Strategy has shown strong performance for TSLA, with an Annual ROI of 48.41%, which is even higher than the original value of 32.57%. However, it’s worth noting that the transactions occurred only 38 times over a 10-year period, which may not provide sufficient evidence to establish the strategy’s repeatability with certainty. And it shows that this type of trading strategy is a low-frequency trading strategy, or even a ultra-low-frequency trading strategy, which may not be suitable for short-tempered traders lacking patience.

So, should you embark on a quest to chase after the Golden Cross and Death Cross in your trading endeavors? Well, like any trading strategy, it’s important to weigh the pros and cons and carefully consider if it aligns with your trading style, risk tolerance, and overall trading plan. These strategies may work for some traders in certain market conditions, but they are not a magical solution that guarantees profits. Remember, the markets can be unpredictable and can quickly change direction, so it’s essential to use these strategies as part of a well-rounded trading approach.

In conclusion, the Golden Cross and Death Cross may sound like something out of a fairy tale, but they are real trading strategies that have been used by traders for many years. They can provide confirmation of trend direction and are easy to understand, but they also come with their drawbacks, such as delayed signals, potential whipsaws, and lack of context. It’s crucial to carefully consider the pros and cons, use them in conjunction with other analysis tools, and practice proper risk management to mitigate potential losses. So, keep your expectations realistic and your trading plan well-rounded, and may your trading endeavors be filled with more triumphs than tribulations!

And remember, in the world of trading, it’s best to leave the fairy tales to bedtime stories and approach your strategies with a realistic mindset. Happy trading, fellow traders! May the Golden Cross and Death Cross be with you, but always remember to have a solid plan, manage your risks, and stay grounded in reality. After all, as exciting as trading can be, it’s no fairy tale!

Click LIGHTING THE PATH TO PROFITABLE TRADING: A Step-by-Step Guide to Building a Trading Strategy Verification Tool with VBA Macros to get the whole tutorial handbook for free!

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