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Traders often talk about trends and flats but very few of them really understand what a trend/flat really is and even fewer are able to clearly explain these concepts. Discussing these basic terms is often beset by a solid set of prejudices and misconceptions. However, if we want to make profit, we need to understand the mathematical and logical meaning of these concepts. In this article, I will take a closer look at the essence of trend and flat, as well as try to define whether the market structure is based on trend, flat or something else. I will also consider the most optimal strategies for making profit on trend and flat markets.
I continue filling the algorithm with the minimum necessary functionality and testing the results. The profitability is quite low but the articles demonstrate the model of the fully automated profitable trading on completely different instruments traded on fundamentally different markets.
In this article, I will continue the development of the topic by improving the flexibility of the previously created algorithm. The algorithm became more stable with an increase in the number of candles in the analysis window or with an increase in the threshold percentage of the overweight of falling or growing candles. I had to make a compromise and set a larger sample size for analysis or a larger percentage of the prevailing candle excess.
The main difference of the trading system proposed in the article is the use of mathematical tools for analyzing stock quotes. The system applies digital filtering and spectral estimation of discrete time series. The theoretical aspects of the strategy are described and a test Expert Advisor is created.
Trading is always about making decisions in the face of uncertainty. This means that the results of the decisions are not quite obvious at the time these decisions are made. This entails the importance of theoretical approaches to the construction of mathematical models allowing us to describe such cases in meaningful manner.

Reverse TradeCopier for Followers can copy trades from an account that is running Reverse TradeCopier for Source . Features: Copies trades from one source (master) account to multiple following (slave) accounts. Allow investor (read only) password for source (master) account. There are no complicated settings and input parameters, everything is easy. Works with different brokers. Works with different quotes symbols (EURUSD_FX, eurusd_m, etc.). Can copy orders from 4-digit quotes platform
Reverse TradeCopier for Followers can copy trades from an account that is running Reverse TradeCopier Source . Features: Copies trades from one source (master) account to multiple following (slave) accounts. Allows investor (read only) password for source (master) account. There are no complicated settings and input parameters, everything is easy. Works with different brokers. Works with different quotes symbols (EURUSD_FX, eurusd_m, etc.). Can copy orders from 4-digit quotes platform to
If you want something as below: Sell FOREX trading signal. Manage multiple accounts. Follow the trading from somebody. "TradeCopier_follow" and "TradeCopier_source" can help you! Features: Copying from one source (master) account to multiple follower (slave) accounts. Allow investor (read only) password for the source (master) account. There are no complicated settings and input parameters, everything is easy. Works with different Brokers. Works with different symbols (EURUSD_FX
If you want something as below: Sell FOREX trading signal. Manage multiple accounts. Follow somebody's trading. "TradeCopier_source" and "TradeCopier_follow" can help you! Features: Copying from one source (master) account to multiple follower (slave) accounts. Allow investor (read only) password for the source (master) account. There are no complicated settings and input parameters, everything is easy. Works with different Brokers. Works with different symbols (EURUSD_FX
Some traders don't like expose Take Profit/Stop Loss level in their positions, this Expert Advisor can help them. Put it to chart and set Take Profit/Stop Loss pips (0 means ignore), it watch the price of the symbol on chart and close the position if price reach Hidden TP/SL level. It hide user's Takeprofit and Stoploss price in effect. You can drag the horizontal line to set a new Takeprofit and Stoploss price
....................................................... This tool places random orders, Randomly place pending orders just for do some testing. All is random: random symbol, random lots, random order type, random stoploss and takeprofit... Some users need to batch place orders for testing purposes, and this tool can meet their requirements. Notice: It can't run on live(real) account
This Expert Advisor helps checking the connection of your trade accounts and it generates a report as a CSV file. Disconnections can be caused by trade server or by client terminal. Many users run their trading EAs on VPS, and this product help them to find out the cause of disconnection - trade server or VPS. To do that, open 2 client terminals with different brokers on one VPS and run this EA on both 2 terminals for some time. Then you can compare 2 report files from 2 terminals. An
It is impossible to get a truly stable algorithm if we use optimization based on historical data to select parameters. A stable algorithm should be aware of what parameters are needed when working on any trading instrument at any time. It should not forecast or guess, it should know for sure.