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Showing posts with label liquidity. Show all posts
Showing posts with label liquidity. Show all posts

Sunday, April 3, 2016

Liquidity in Forex Part No 1 What it Means and Why it is Important ~ forex trading game app

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The term "liquidity" is used a lot in trading and finances since it is a vital aspect of market behavior. However, people often use this term very liberally in forex trading often without understanding its exact meaning and the implications of high or low values of this particular property. On this article I want to explain to you what the term "liquidity" is, what it exactly means, its implications within a given instrument and why it is such an important characteristic of the market.

Imagine that we had 20 people standing on a circle with 19 of them holding empty glasses and one of them holding a glass full of water. Now we want to see how much time it will take for the person with the glass to pour it onto the next one and so on until the water reaches him/her again. What we find is that it takes a long time for the water to be exchanged along the full circle because only 2 players are able to participate (the one holding and the one receiving) while all the others have to stay on the sidelines, waiting for their glass of water. Now imagine that we give half of them a glass of water, the process is much faster since the number of active participants has now increased to include everyone, all the people are actually exchanging water all the time.
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Liquidity on the market is nothing else than the "water" in the above example, it is the amount of volume exchanged of a given instrument over a given amount of time. When there is high liquidity there is a lot of volume being exchanged and when there is low liquidity there is little volume being exchanged. When we have a lot of volume people can get in and out of the market easily (since there is always a buyer for every seller and vice versa) while when there is low liquidity the market gets "stuck" as people have to fight to get in or out of their positions. When there is low liquidity you also get harsher price movements since a person holding a position may be forced to drastically change the offering price to match what the other end - which is very scarce - wants. So while under high liquidity exchanges are easy and swift, under low liquidity prices move more erratically since the offered and accepted prices tend to have larger gaps between them. The consequences for the little trader are unpredictability and spread widening while for the large players the consequences are mainly not being able to get in or out of positions due to the lack of available exchange capacity.

Liquidity in the forex market is extremely difficult to read and study since the market has no central exchange but it is handled over a wide variety of banks worldwide in an over-the-counter manner. The volume of a given contract that has been exchanged during a certain period of time therefore becomes hard to read since it depends on the particular provider you are talking about. Even though the market is praised as being extremely liquid and huge, the fact is that this is only be true if you can access to all - or a lot - of liquidity providers (banks). If you limit yourself to just a few you will see that the liquidity you have access to is nowhere near the trillions of dollars people talk about.

When we are going to trade the foreign exchange market, knowing the liquidity levels of the instruments we want to trade is important since currency pairs with higher liquidity tend to be "easier to trade" since they show more inefficiencies characteristic of crowd behavior while instruments with low liquidity tend to show a more random walk much more characteristic of individual investor behavior. Therefore, instruments that are very liquid tend to be easier to exploit using mechanical trading systems while those that dont tend to be much harder to trade. However, as the time frames get bigger liquidity starts to become a less important factor and crowd-based inefficiencies still arise. This is the main reason why you should look for strategies based on larger time frames and longer period indicators when attempting to design systems for illiquid instruments.

On tomorrows post I will discuss the inner aspects of liquidity in the forex market a little bit more, I will discuss some of the currently available literature about the subject in economics and the liquidity characteristics of different currency pairs. If you however would like to learn more about automated trading and how you too can start designing and programming your own systems based on realistic and sound 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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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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