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Showing posts with label pairs. Show all posts
Showing posts with label pairs. Show all posts

Wednesday, April 13, 2016

Why There is No Universal System Differences Between Currency Pairs ~ forex trading glossary

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Can we build a system that trades successfully on all forex currency pairs ? This has often been a question of the automated trading system world that simply asks if there is a universal inefficiency, an inefficiency that is so common that it can be found an exploited on all different currency pairs. Up until now, the answer to this question has been a resounding and unequivocal NO. To the best of my knowledge no system has ever been developed to work on all currency pairs despite the claims of many system sellers who tell you that you can use their systems on all of them. But why has it been impossible to build such a system ? Why does trading all currency pairs seems like such a big challenge ? The answer lies within the very fabric of the market and the way in which the different currency pairs trade and react. Within the following paragraphs I will explain to you some of the basic aspects of these currency pair differences and why it makes the creation of any universal system extremely hard if not impossible.

You may have been told that inefficiencies in the market arise due to crowd behavior- which is a human characteristic- and that all currency pairs in forex show it to some degree. When you hear this it becomes easy to think that if a system "really works" then it is bound to work on absolutely all the instruments available in the currency market. After all, every instrument is bought and sold by humans and this would make them inherently inefficient.

Certainly if all instruments traded with the exact same number of people and with the exact same objectives we would be able to easily find a universal inefficiency but the matter of fact is that this is not the case. The first dramatic difference between instruments is the number of participants and the inherent liquidity of each currency pair. Some pairs like the EUR/USD are very liquid while others like the GBP/CHF dont have 1/10th of the liquidity of the former so their price action is dramatically different and the inefficiencies within it become dramatically different. The less people who trade a given pair, the more efficient it becomes since crowd behavior becomes less pronounced and individual decisions start to play important roles.

Then we have other differences that also make the movements of currency pairs different. For example if you are trading the USD/JPY and there is a negative trade balance against Japan then there will be a given fixed amount of money each month that will pull the USD against the JPY just merely because of business transactions that have nothing to do with speculation. The volume of these transactions is very significant and the time in which they are processed and their magnitude will have an impact on the way in which a pair moves.

Many other factors such as central bank intervention and even cultural differences play an important role in the way in which a pair moves when compared to another and all of these factors help to explain why the finding of universal inefficiencies is so hard. However when you look at higher time frames (daily and beyond) there seems to be some coherence and this is the reason why some systems that target month or year long trends manage to exploit the same inefficiency on several different currency pairs. However the success of these systems along the whole portfolio is never total and more often than not there are very strong differences between the profitability of different currency pairs and several pairs where the systems simply do not work.

So will we ever find a global and total inefficiency ? I would have to say that probably no, but if there is a chance it will take a lot more liquidity on all instruments and a lot more market participants to make this the case. Certainly in the future if the market volume on the illiquid currency pairs increases enough we might be able to have - even though not a truly universal system - at least systems that will have better success along different currency pairs.

If you would like to learn more about system development and how you too can build your own likely long term profitable systems based on sound trading tactics please consider buying my ebook on automated trading or joining Asirikuy to receive all ebook purchase benefits, weekly updates, check the live accounts I am running with several expert advisors and get in the road towards long term success in the forex market using automated trading systems. I hope you enjoyed the article !

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Monday, March 28, 2016

Liquidity in Forex Part No 2 Analyzing the Liquidity of Different Pairs ~ forex trading good or bad

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On yesterdays article - which was part No.1 of this post - we talked about the definition of liquidity and the implications of high and low liquidity levels on the forex market. Today we are going to give an in-depth look to liquidity in the forex market, particularly I will talk about recent literature in economics dealing with the evaluation of liquidity on several different currency pairs and what we can conclude and use from this analysis. After reading this article you will have an idea about which are the most liquid and illiquid currency pairs, something which should give you a good idea of what pairs you would want to focus on for the development of mechanical trading strategies.

First of all, it is important to understand that liquidity in forex in simply a pain to research. In order to investigate the liquidity levels of any given market instrument we need to have all transaction information including, type, volume and time. This means that we need access to the "books", the registry where all the transaction information of a given broker is kept. Since there is no central exchange in forex, we cannot get the real liquidity values but if we choose a broker that uses a large array of liquidity providers and we take a look at all their transaction we might be able to draw some general conclusions regarding overall pair liquidity values (at least relative to each other).

The Swiss National bank published a paper a few months ago dealing with the evaluation of liquidity on the FX market (you can access it here). Besides discussing previous literature findings regarding forex liquidity the authors investigated the liquidity levels of several different currency pairs using data from 2007 to 2008. The authors used a daily reversal measurement (explained within the paper) of liquidity in order to get a comparable to number to use between the different currency pairs.
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The studys first findings show us that the EUR/USD and USD/JPY were the most traded instruments during the testing periods while the AUD/USD and USD/CAD had the lowest trading volume. The authors also emphasize on the fact that even though the GBP/USD is an important pair it is very illiquid when compared to the EUR/USD, confirming the findings of previous studies and pointing to the reason why the development of GBP/USD based systems is far more difficult than for the EUR/USD since the lower liquidity makes inefficiencies harder to exploit in a mechanical fashion.

Another interesting conclusion is the high liquidity of the USD/CHF and EUR/CHF during this period which the authors attribute to the safe-heaven status of the frank and the economic crisis during 2007-2008. The study also shows us that liquidity is not constant but changes considerably over time with most currency pairs starting to lose liquidity around August 2007 (carry trade unwinding) rebounding slightly and then resuming the downtrend at the end of this year. This analysis shows that stressful periods in the market are characterized by important drops in liquidity having a very strong relationship with risk sentiment.

Perhaps the most important contribution of this article is the development of ways to measure liquidity and the finding of correlations of FX pairs liquidity with other financial instruments or markets where liquidity is more easily measured. This in turn would allow investors to watch for drops of liquidity, something that could be especially important to those investors looking to shield themselves from crisis periods (investors involved in carry trades for example).

Of course, for us the most important findings are the relative levels of liquidity of the different pairs and their relative relationship. From the above mentioned study we can see that definitely system development should be focused on the EUR/USD and USD/JPY while longer term strategies aimed at "harder" to trade instruments should be used on pairs like the GBP/USD and the USD/CAD.

If you would like to learn more about system development and how you too can develop systems for these currency pairs with sound trading strategies please consider buying my ebook on automated trading or joining Asirikuy to receive all ebook purchase benefits, weekly updates, check the live accounts I am running with several expert advisors and get in the road towards long term success in the forex market using automated trading systems. I hope you enjoyed the article !

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Wednesday, March 23, 2016

Weird Arbitrage Opportunities in Currency Trading The USD COP Case ~ forex trading germany

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Have you ever dreamed about making money with absolutely no risk of loss in the currency trading market ? Did you think that such opportunities did not exist ? Contrary to most peoples belief in the fact that there are absolutely no arbitrage opportunities in currency trading I have personally observed the contrary for perhaps the past ten years in a very weird occurrence that seems to be absolutely particular to the USD/COP currency pair. The COP - or Colombian peso - is the main currency unit of the Colombian government and some extremely weird arbitrage opportunities are presented within Colombia to make substantial profit from USD or EUR exchanges. On todays post I will share with you this very strange case and why it leads to a rare inefficiency which doesnt seem to be present anywhere else.

The USD/COP is what many would call a "strange" currency pair. The pairs spread is usually around 0.1-0.2% of the pairs value and daily fluctuations can go from 2 to 10% of the exchange rate. This sometimes crazy volatility makes trading this pair hard (for anything but long term trading) but it also makes local Colombian currency exchange houses maintain some exchange rates away from the real interbank FX rate when very large fluctuations occur to avoid having strong monetary loses.

What happens here is that a great arbitrage opportunity is created that is actually quite strange. For example in early 2009 the USD/COP went from 1800 to nearly 2600 in a matter of a few months and the local exchange houses kept their exchange rate near 2000-2100 due to the fact that raising the rate to 2600 would cause them loses due to their previous peso reserves against the USD. Since most currency houses lack proper diversification and protection measures they need to eliminate their own loses by keeping exchange rates artificially low (although the time period this lasts is limited).

The opportunity arises since you can go to a currency house, exchange COP for USD at an exchange rate of 2100 then you need to physically take your money to the US (yes, you need to travel) then deposit it into a US bank and withdraw it through a wire transfer to Colombia at the FX rate of 2600. If you think this would have been impossible due to some reason, the fact is that I know several friends and traders who actually did the trip and managed to get 20% profits in a matter of days. I even had a friend who did the trip three times and made a 60% return over his initial "investment". Of course, the arbitrage opportunity is limited by the fact that you can only take 10K USD in cash out of the country legally per trip but it does give you the chance to get some risk-free profit from currency exchanges.

The reasons why this bold inefficiency exists are many but probably both the above exposed lack of proper protection from strong currency moves and the general injection of money from the drug industry into currency exchange houses could make this arbitrage opportunity both a consequence of money laundering and inefficient handling. The fact that a very small percentage of the population has US or EU visas and bank accounts in the US and EU needed to finish the transaction could also explain why this is not exploited to the point where the market is made efficient.

Of course the fact that exploiting such an inefficiency could also be supporting the drug industry has made me refrain from ever taking part in this game but certainly there is an arbitrage opportunity that I know many have taken advantage of to get massive profits when these small windows of opportunity arise every 2-5 years. Definitely a weird occurrence that is worth noting and discussing. If you have any opinions please feel free to leave a comment below :o)

If you would like to learn more about my journey in automated trading and how you too can build your own automated trading systems based on sound trading tactics please consider buying my ebook on automated trading or joining Asirikuy to receive all ebook purchase benefits, weekly updates, check the live accounts I am running with several expert advisors and get in the road towards long term success in the forex market using automated trading systems. I hope you enjoyed the article !

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