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Kathy Lien - Day Trading The Currency Market. Technical and Fundamental Strategies to Profit from Forex Market Swings | ||||
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books about online stock trading, forex, futures, stock investing, market, trading systems When trading in the FX market, one of the most important facts to remember in creating a strategy is that no currency pair is isolated. In many cases, foreign economic conditions, interest rates, and price changes affect much more than just a single pairing. Everything is interrelated in the forex market to some extent, and knowing the direction and how strong this relationship is can be used to your advantage; it has the potential to be a great trading tool. The bottom line is that unless you only want to trade one pair at a time, it can be very profitable to take into account how pairs move relative to one another. To do this, we can use correlation analysis. Correlations are calculations based on pricing data, and these numbers can help gauge the relationships that exist between different currency pairs. The information that the numbers give us can be a good aid for any trader who wants to diversify his or her portfolio, double up on positions without investing in the same currency pair, or just get an idea of how much risk their trades are opening them up to. If used correctly, this method has the potential to maximize gains, gauge exposure, and help prevent counterproductive trading. POSITIVE/NEGATIVE CORRELATIONS: WHAT THEY MEANS AND HOW TO USE THEM Knowing how closely correlated the currency pairs are in your portfolio is a great way to measure your exposure and risk. You might think that you're diversifying your portfolio by investing in different pairs, but many of them have a tendency to move in the same direction or opposite to one another. The correlations between pairs can be strong or weak and last for weeks, months, or even years. Basically, what a correlation number givers us is an estimate of how closely pairs move, together or how opposite their actions are over a specified period of time. Any correlation calculation will be in decimal form; the closer the number is to 1 the stronger the connection between the two currencies. For example, by looking at the sample data in Table 6.1, we can see a +0.94 correlation between the EUR/USD and the NZD/USD over the last month. If you are not a fan of decimals, you can also think of the number as a percentage by multiplying it by 100 percent (in this case getting 94 percent correlation between the EUR/USD and the NZD/USD). High decimals indicate currency pairs that closely mirror one another while lower numbers tell us that the pairs do not usually move in a parallel fashion. Therefore, because there is a high correlation in this particular pair, we can see that investing in both the EUR/USD and the NZD/USD is very similar to doubling up on a position. Likewise, it might not be the best idea to go long one of the currency pairs and short the other because a rally to one has a high likelihood of also setting off a rally in the other currency pair. While this would not make your profits and losses exactly zero because they have different pip values, the two do move in such a similar fashion that taking opposing positions could take a bite out of profits or even cause losses. Positive correlations aren't the only way to measure similarities between pairings; negative correlations can be just as useful. In this case, instead of a very positive number, we are looking for a highly negative one. Just as on the positive side, the closer the number is to -1, the increasingly connected the two currencies movements are, this time in the opposite direction. Again we can use the EUR/USD as an example. While we just saw a strong positive correlation with the NZD/USD, the EUR/USD has a very negative relationship with the USD/CHF. Between these two currency pairs, the correlation has been -0.98 over the last year and -0.99 over the past month. This number indicates that these two pairings have a strong propensity to move in opposite directions. Therefore, taking contrary positions on the two pairs could act the same as taking the same position on two highly positive correlated pairs. In this instance going long in one and shorting the other would be almost the same as doubling up on the position, and as a result, would also open your portfolio up to a higher amount of risk. However, deciding to go long or short on both would probably be counterproductive and lead to near zero profit mid losses because the two currency pairs move in opposite directions so if one side of the trade became profitable, the other would usually result in losses. IMPORTANT FACT ABOUT CORRELATIONS: THEY CHANGE Anyone who has ever traded the FX market knows that currencies are very dynamic; economic conditions, both sentiment and pricing change every day. Because of this the most important aspect to remember when analyzing currency correlations is that they can easily change over time. The strong correlations that are calculated today might not be the same this time next month. Due to the constant reshaping of the forex environment, it is imperative to keep current if you deride to use this method for trading. For example, over a one-month period that we observed, the correlation between USD/CAD and USD/JPY was 0.06. This is a very low number and would indicate that the pairs do not really share any definitive relationship in their movements. However, if we look at the three-month data for the same time period, the number increases to 0.12 and then to 0.59 for six months and finally to 0.80 for a year. Therefore, for this particular example we can see that there was a blatant recent breakdown in the relationship between these two pairs. What was once a strongly positive association in the long run has almost totally deteriorated over the short term. On the other hand, the USD/CHF and AUD/USD pairing has shown a strengthening trend in the most recent data. The correlation between these two pairs started at -0.78 for the year and edged up to -0.94 for the last month. This suggests that there is an increasing probability that if one of the trades became profitable the other would incur a loss. An even more dramatic example of the extent to which those numbers can change can be found in the GBP/USD and AUD/USD pairing; there was a -0.87 correlation between the two for the yearlong data. However, while these two tended to move in reasonably opposite directions in the long term, between January and March of 2005 they were actually positively correlated with a +0.24 reading. The major events that change the amount and even direction that pairs are correlated are usually associated with major economic happenings such as interest rate changes. CALCULATING CORRELATIONS YOURSELF Because correlations have the tendency to shift over lime, the best way to keep current on the direction and strength of your pairings is to calculate them yourself. Although it might seem like a tricky concept, the actual process can be made quite easy. The simplest way to calculate the numbers is to use Microsoft Excel. In Excel, you can take the currency pairs that you want to derive a correlation from over a specific time period and just use the correlation function. The one-year, six-month, three-month, one-month, and six-month-trailing reading gives the most comprehensive view of the similarities and differences between pairs; however, you can decide which or how many of these readings you want to analyze. Breaking down the process step-by-step, we'll find the correlation between the GBP/USD and the USD/CHF. First you'll need to get the pricing data for the two pairings. To keep organized, label one column GBP and the other CHF and then put in the weekly values of these currencies using the last price and pairing them with the USD for whatever time period you want to use. At the bottom of the two columns, go to an empty slot and type in =CORREL. Highlight all of the data in one of the pricing columns, type in a comma, and then do the same thing for the other currency; the number produced is your correlation. Although it is not necessary to update your numbers every day, updating them once every couple of weeks or at the very least once a month is generally a good idea. |
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