Backtesting the MACD strategy on 31 currency pairs using Python

Published on August 7, 2023

New full length videos about Trading Success, Efficient Forex Strategy, FX Swing Trading, Futures Trading, and MACD Crossover Above Zero Line Stocks, Backtesting the MACD strategy on 31 currency pairs using Python.

The MACD strategy is well known in the trading community and has been backtested a number of times by various YouTubers. The
results, however, are presented for either one currency pair or one timeframe. In this video, we go
further and consider 31 currency pairs and different timeframes, namely 4h, 1h and 30min.

You will be surprised by the results we found.

The code is available on our Github repo.


0:00 – 0:33 Introduction
0:34 – 0:45 Python and
0:46 – 1:09 History on MACD
1:10 – 1:46 Explanation about MACD Indicator
1:47 – 2:03 Buy Signal of the Strategy
2:04 – 2:17 Sell Signal of the Strategy
2:18 – 2:23 Risk Reward Ratio
2:24 – 2:27 List of currency pairs
2:28 – 2:52 List of time frames
2:53 – 3:28 Results
3:29 – 3:33 Outro

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MACD Crossover Above Zero Line Stocks

MACD Crossover Above Zero Line Stocks, Backtesting the MACD strategy on 31 currency pairs using Python.

Trade Forex Without Indications And See What You Have Actually Been Missing

These tools swing in between oversold and overbought and are generally bounded by an upper and lower range. This is really easy to do with a Forex currency trading system. There are much better options now for technical traders.

Backtesting the MACD strategy on 31 currency pairs using Python, Watch most shared reviews about MACD Crossover Above Zero Line Stocks.

Trading In White And Black Forex Trading Newsletter – 6/6/06

Make certain a pattern spotting forex technique becomes part of your toolbox. Some just trade part-time, get a big win and off they opt for a few weeks or months in the sun. I’ll examine a couple of popular methods to utilize it.

In this post, we will look at swing trading, this technique of trading is simple to understand and can be found out quickly. If you wish to make big revenues in around thirty minutes a day then currency swing trading can help you do simply that – Let’s take an appearance at it in more information.

As I’ve played with these two I’ve added and deducted other indications to complement them: EMA Crossover Signals, Macd Trading, Awesome Oscillator, RSI, Stochastics, CCI – the gamut. When all the dust is settled I discover they work best on their own without all the additional noise developed by additional indicators.

Sensible investors always have an exit plan prior to they Macd Trading signals go into a trade. Whether it’s a sell stop or change technique, it ought to currently be believed of before the trade starts.

Using RSI we will have tools that will help us understand the currencies character such as RSI Variety, RSI Range Shifts, Momentum 1 and 2 and the 4 RSI Trading Signals. All of these techniques can be used to learn more about a particular currency pair like it was your friend.

Once you have a system in location, you ought to ensure you only trade through a ECN broker, this will make your Macd Trading Crossover a lot more easier. Trust me on this most Forex brokers that have a dealing desk just like new traders, because they are uninformed of their little tricks. Another words when you win they lose, they trade against their clients. So trade through a ECN broker only and this will make your life as a trader far more easy.

So you have a MACD sign on your chart. When it rises to overbought territory it offers you a buy signal. But it also offers hundreds of countless other traders a buy signal. You all purchase the stock anticipating it to go up.

Risk/Reward. A great general rule is to try to find a threat: benefit ratio to be at least 1:2. That means that if you run the risk of 40 pips on a trade, a realistic target will bank you 80 pips. A few of the best traders worldwide make winning trades just 50 to 60% of the time. Due to the fact that they win 2 or three or more times what they would have lost, they make their cash.

Just how much do you desire to risk per trade? How much margin are you comfortable with trading on? Do you have recovery technique in case your trades take you below margin?

It is insufficient just to know the price has actually struck the line of resistance and recovered though. Unfortunately the marketplace does not consist of bad or simply great moods.

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