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Showing posts with label tool. Show all posts
Showing posts with label tool. Show all posts

Friday, April 22, 2016

The Indicator Series The Awesome Oscillator A Tool to Measure Momentum ~ forex trading for beginners

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On todays article we will be discussing a very interesting indicator which forms part of Bill Williams "chaos trading" theory in which several indicators are used to attempt to trade the markets profitably. This indicator- called the Awesome Oscillator - was developed as a means to get an idea about short term momentum on a given trading instrument. Within the next few paragraphs you will learn more about how this indicators values are calculated, what it really tells us about the market and how we can use this information for the building of likely long term profitable automated trading systems. As a part of the "indicator series" this article will attempt to give you an idea about the essence of the indicator and the real nature of the information it conveys.

So what is the Awesome Oscillator about ? What makes it so awesome ? This indicator - usually plotted as a histogram - uses a very simple calculation to measure what we would call "market momentum". The indicators value is obtained as the difference between a 34 and a 5 moving average calculated around the median price (which is the (high-low)/2 of each bar). Putting it simple, the values are obtained with this simple equation :

Awesome Oscillator = SMA(MEDIAN PRICE, 5)-SMA(MEDIAN PRICE, 34)

You might have also noted that the awesome oscillator contains red and green colors which depend on the increasing or decreasing nature of the values. If the last value is lower than the current values the current bar is green while the opposite case makes the bar red. To sum it up the awesome oscillator tells us if the 34 and 5 period average values of median price are coming closer or falling further apart. When the values are falling apart there is momentum (since short term price is - in average - moving away from the longer term average, when the values are closer then we have the opposite.
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It may now seem more evident how this indicator might be traded. We can build a system that trades the cross of the 0 line (which is equivalent to the simple moving average cross system of the 34 and 5 period MA values calculated on median price) or we can trade changes in direction (changes from red to green) to attempt to capture changes in momentum which may forecast an eventual cross of the moving averages. However the fact that the oscillator only gives us information about the momentum change taking into account a relatively small number of bars means that its success on lower time frames is bound to be very limited. When using this indicator on time frames lower than the daily you will see that it gives extremely confusing signals since the 34 and 5 median calculated moving averages cross a lot, something that makes the finding of an inefficiency quite hard.

Added to that is the fact that the awesome oscillator momentum "changes" (color changes from red to green) can happen during a single bar and therefore give a lot of fake signals. For this reason most people will advice to trade this indicator on three bar signals to gain a better perspective and eliminate signals that are simply spikes that might only "seem" like changes in momentum. By doing this we can gauge changes in momentum better and build a system that reacts quicker to changes in market direction. Exiting trades when the first opposite bar appears also seems to be a good exit strategy since usually this wont happen after the majority of the large move happens. Of course, the success of such an approach is bound to be minimal on lower time frames, again due to the inherent problems of the low period usage of the awesome oscillator on these charts.
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Above you can see a USD/CHF daily chart with some of the possible signals during the financial crisis which was a very trending period for this and other currency pairs. You can see here how the awesome oscillator would have captured moves with very good accuracy. Of course, the system is not going to be perfect and under conditions when the 34 and 5 MA comes close for large periods of time the system would suffer large amounts of losses (this is the systems market exposure so that it can get into this very good trades when they develop). The above mentioned signals also allow us to get back into trends after retracements, so they are definitely a necessary compliment since they help us fully exploit large runs without missing a large part (as if we only entered shorts above 0 and longs below 0).
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So as you see, the awesome oscillator is really not that awesome, it is simply a tool to measure momentum which compares the prices of two simple moving averages calculated on median price values. This information is bound to be useful for the development of a momentum based automated trading system, especially on large time frames - like the daily - where these signals are much more meaningful than on lower time frames when the low periods used by the oscillator will make the finding of inefficiencies extremely hard, if not actually impossible.

If you would like to learn more about automated trading and gain a true education in the development of likely long term profitable mechanical trading systems please consider joining Asirikuy.com, a website filled with educational videos, trading systems, development and a sound, honest and transparent approach automated trading in general . I hope you enjoyed this article ! :o)

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Monday, April 11, 2016

Introducing Our New and Exclusive Profit and Draw Down Asirikuy Analysis Tool o ~ forex trading journal software

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If you have read my posts during the past few months you will notice that I have become increasingly interested in the analysis of trading portfolios and the effect of trading several different systems together. After I was able to implement a solution that made the balance of Asirikuy experts independent it became possible to trade systems without their balance calculation becoming dependant on the other systems trades, something which in turn opened the door towards the merging of backtesting results to accurately evaluate joint performance of the different trading systems. Up until now all this analysis had been made through the use of SQL scripts and VBA macros which were implemented by several Asirikuy members. Thanks to their effort we were able to do accurate calculations on the draw down and profit characteristics of portfolios. However it became evident that these solutions to portfolio analysis were not very comfortable needing backtesting statement manual reorganization in excel followed by loading into an SQL server and then loading onto a separate excel spreadsheet to run VBA macros. For this reason we decided to start a project with an Asirikuy member (named Gábor) who offered some of his free time to do all the coding of this new draw down/profit analysis program. On todays post I have the pleasure to introduce this little Asirikuy-exclusive utility, our own profit and draw down analysis tool :o).
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What is so great about this program, what does it do ? The program has many virtues that make it exceedingly good for backtesting statement analysis. The application allows us to load one or a series of backtesting statements joining them together automatically and calculating a series of very important characteristics which are not calculated on the metatrader backtester (not even the MT5 backtester). The program automatically calculates draw down periods, their length, their depth, yearly profits and monthly profits. Having all this information "a click away" is extremely important since it will allow us to do very fast Asirikuy portfolio analysis without having to through the cumbersome process needed to use SQL scripts for this purpose.
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The image above shows you one of the main characteristics of this software, displaying the equity curve for the loaded backtests (in this case three) plus the addition of their results to show you the "portfolio equity curve". This instant snapshot of the equity curve is important since it allows you to see which systems were losers and which ones winners through the testing period you are evaluating. This in turn allows you to gauge the contributions to the maximum draw down and the overall risk level of the different systems, letting you know which system causes the most loses or profits.
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The above picture shows you perhaps the most useful feature of the software, the ability to display draw down period lengths and depth of a given portfolio with great easyness. This allows you to know the average extent of draw down periods and how long you would have to be prepared to wait if you want to use a given trading strategy. It gives an overall realistic picture of a systems trading characteristics showing you why it is evidently hard to trade and what you should be looking forward to regarding eventual loses and losing periods. This draw down period analysis has become a very important part of system analysis within Asirikuy, letting us evaluate accurately worst-case scenarios and largest draw down period lengths.

Besides the features I have commented here, the software also has the ability to display monthly and yearly profits, important characteristics that are useful for determining the overall trading character of a given system. How profitable is the average month ? How many months are winners vs how many are losers ? What is the average yearly profit ? All these questions are answered by our new Asirikuy tool and its ability to dissect trading results into yearly and monthly statistics.

As time evolves we will be able to implement new features and correct bugs that may appear but currenlty this new profit and draw down analysis tool is a very nifty and welcome addition to Asirikuy. From later today, Asirikuy members will be able to download this piece of software from the Experts section of the website. If you would like to learn more about my journey in automated trading and how you too can start to design your own 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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