统计报告3

In this statistical report, we analyze 25 of the most profitable Expert Advisors as of the 20th of November. The analyses are aimed at description of such characteristics of Expert Advisors as risk level and stability.

All Expert Advisors are different for they are based on different trading strategies. Even working under similar strategies, Experts can differ by their parameters. Irrespective of the strategy used and parameters, it is possible to estimate Experts for their risk level and stability.

Risk level shows what part of its deposit the Expert is ready to lose if the situation develops unfavorably. The Expert Advisors' risk level will be estimated by two factors: maximum amount of lots in positions opened in the same direction and StopLoss levels. Stability of an Expert Advisor shows how steadily its deposit increases. To estimate this parameter, it will be necessary to evaluate the maximum drawdown tolerated by the Expert.

Risk Level

One of the factors that determine the Expert's risk level is the maximum amount of lots ever opened by this Expert. If the Expert opens several positions in the same direction, the maximum amount of lots will be equal to the total volume of trades. If the positions are opened in different directions, the difference between their volumes will be calculated.


Fig.1. Maximum amount of lots in positions opened in the same direction.

The riskiest Expert, in terms of open positions volume, is ldamiani. It has had up to 10 lots in open positions in the same direction. It is followed by Hendrick, Aver, MAEstro and others. The maximum volume of these Participants' positions is limited with 5 lots. Experts alexgomel and payday have the smallest values, they have never opened more than 1 lot simultaneously.

The lot price is not considered when calculating the risk level. It varies depending on the currency pair chosen for trading. Thus, having the same volume, Sashken, that trades on GBPUSD ventures nearly 1.5 times more money than Aver on EURUSD.

One more factor that influences the Expert's risk level is the level of its StopLoss orders. This factor defines how much the Expert Advisor can lose if the market goes unfavorable. In the diagram below, the burgundy line represents StopLoss. For descriptive reasons, the level of TakeProfit is shown, as well (blue line).


Fig.2. Averaged StopLoss and TakeProfit, in pips, for all positions of the Participants.

Some Expert Advisors do not place StopLoss, but use TakeProfit (for example, sashken). Others, on the contrary, do not place TakeProfit, but use StopLoss (for example, alexgomel, MAEstro). Experts vgc and paydaycan also be subsumed to this latter group since their TakeProfit is placed at a distance of 4087 and 999 points, respectively. The triggering of such TakeProfit is highly improbable. We can consider that TakeProfit is not placed, in this case. Most likely, the developers place such stop orders as some signals. It must be noted that some Experts place neither StopLoss nor TakeProfit. These are bvpbvp and BMG, for example. It is possible that they do not trust in stop orders and use their own mechanisms of positions closing.

To evaluate the total risk level, additional calculations were made: an index was obtained that showed what part of its deposit each Expert could have lost at triggering of its StopLoss.


Fig.3. Expert Advisers' risk levels.

The risk levels of ldamiani and MAEstro exceed 100 percent. This means they can be closed by StopOut at an unlucky train of events. Experts that do not place StopLoss can be subsumed under the same category. These are bvpbvp, BMG, sashken. The most Experts's risk levels vary from 25 to 50 percent. This is rather much, too. The least risky Experts in the given list are Fonz.de.Cool7, fizzleboink and via. Their risk levels do not exceed 15-20%. Most of such Experts are not superprofitable, but they are able to increase profits without significant losses.

When developing risk management systems, it is necessary to consider the current balance and the currency pair. Without this, Experts' stop orders will only be able to calm the author, but not really control losses. For example, Expert GUMASA by Luis Damiani (ldamiani) places StopLoss for all its positions, but if they all trigger, the Expert Advisor can lose its deposit.

It is rather difficult to relate an Expert's profitability to its risk level. There are both "super-risky" and very "prudent" ones among the profitable Expert Advisors. Taking into consideration that all the listed Experts are profitable, the most preferable risk level would be 20-30%. However, this parameter can vary, in each specific case.

Stability

Exchange rates change all the time. This results in changes in profitability of open positions and equities of the Expert Advisors. If the equity falls below the preceding maximum, this phenomenon is called drawdown. The smaller it is the more stable the Expert is considered to be.

Relative drawdown is a ratio between the maximal drawdown and the value of the corresponding local maximum of the equity. This coefficient shows what losses, in percents of equity, are acceptable for the Expert Advisor.
Maximal drawdown is the maximal difference between one of the local maximums and the subsequent minimum of the equity.
Absolute drawdown is the difference between the initial deposit and the smallest value of the equity. In other words, this parameter shows how much below the initial deposit level the Participant's equity has ever fallen.

More details about how to calculate the above coefficients can be found in the article named "What the Numbers in the Expert Testing Report Mean". Unlike the Strategy Tester, we use in our report the equity as of the end of day to calculate drawdowns (in Tester, the balance after each trade is used for this purpose).


Fig.4. Relative drawdown.

It can be seen in Fig. 4 that different Experts have different drawdowns that vary from 2 to 57%. Experts plj, richplank, RobinHood and alexgomel have the smallest relative drawdowns that do not exceed 5%. Experts sashken and GODZILLAhave the largest drawdowns, over 50%. Drawdowns of the most other Participants vary in the range of 15 to 35%. Of course, trading is not possible without losses or, at least, drawdowns. However, one has to define clearly what drawdown level is acceptable for the Expert Advisor. Thus, for instance, the relative drawdown of the Championship leaders, ldamiani and Hendrick'а, makes just 15-20%.

One more important index is the maximal drawdown. It shows the highest non-fixed loss ever happened to the Expert.


Fig.5. Maximal drawdown.

It can be seen in Fig. 5 that there is a small group of Experts, the drawdowns of which has never exceeded 1000 dollars. These are plj, richplank, RobinHood and alexgomel. Drawdowns of the most Participants made 2000-6000 dollars. In spite of such data, they managed to gain profits and get into the top page of the list. Moreover, the Championship leaders are in this group, too.

The Experts with large drawdowns are seen in the diagram very clearly, too. These are: sashken with the drawdown of 16285, vdiddy38 with the drawdown of 11508, and maje with the drawdown of 7923. If these drawdowns were happened on the first trades of these Experts, they would unambiguously be closed by stopout. However, these Experts have first made some profitable trades, so their equities do not fall below the threshold of concern. Due to this, they were able to continue the competition.

The next index is the absolute drawdown. It shows by how many dollars the equity has decreased compared to the initial deposit. Absolute drawdown of some Experts is 0 though they have rather large maximal drawdowns. This means that the Experts have large profits for all the drawdowns. Their equities did not fall below 10 000 dollars.


Fig. 6. Absolute drawdown.

Using the data obtained, we can calculate the "stability coefficient" of Expert Advisors. For this, it is necessary to find the ratio between the Expert's profit and its maximal drawdown. The higher the coefficient is the more stable the Expert's work is. For example, if an Expert has stability coefficient of 10, it means that this Expert can have profits 10 times exceeding its maximal drawdown.


Fig.7. Experts' stability: ratio between the profit and the maximal drawdown.

It can be seen in Fig. 7 that the diagrams of stability and relative drawdown are in an inverse dependence. This means the smaller the relative drawdown is the more the Expert is. Vice versa, the higher the relative drawdown is, the less stable the Expert is considered to be.

Experts ldamiani and Hendrickare leaders of the Championship now. They have the largest equities. However, they cannot be called leaders in stability. They run some risks to gain profits, which allow them to take first places. In the other hand, the most stable Experts (richplank and plj) are still far from the prize places. These Experts are rather cautious and close their positions after they have gained some profit. Both approaches are surely worth to be used. There is no unambiguous opinion about which one is better. They both have their pros and contras.

Summary:

  • It is necessary to limit maximal risks and do this correctly. To calculate StopLoss levels of orders, it is necessary to take into consideration such parameters as the balance level, the pip price of the currency pair, and position volume. Otherwise, under unlucky circumstances, the Expert can lose its deposit even before the StopLoss triggers;
  • It is necessary to write the Expert in the way that the relative and the maximal drawdown are as low as possible;
  • The Expert must be balanced in its stability and risk level. If the Expert is rather stable, the risk level can be a bit higher to gain more profits. Vice versa, if the Expert is not stable enough, it is necessary to decrease the risk level for the Expert not to lose its entire deposit if the prices start to move unfavorably.
创建日期: 2006.11.29  创建人: MetaQuotes Software Corp.
锦标赛报告: 第八期(11月20日-27日)

2006自动交易锦标赛交易的第八个星期已经结束.对于大赛已经过去三分之二的时间了.上周结束,竞赛的前十名发生了一定的变化.上一期的领跑者 – ldamiani 和Hendrick – 继续占据着领先的位置.

对于 Merab Sturua (Merabiko)的访谈

对于智能交易最主要的逻辑性,策略内容.能够在所有市场状况下泄出任何代码.金钱管理当然也起到一定作用.对于多少存款额可以赢利或是亏损这只不过是个概念. 如果存在以清晰的概念,能够预什么水平止损.我们需要尽量改善程序,是损失赚回来.

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