The concepts of trend and flat can be clearly and fully defined. Besides, it is possible to compare the trendiness degree of different instruments as well as of a single instrument on different scales. Such an analysis allows us to evaluate characteristics and features of instruments and construct trading algorithms considering individual behavior of each instrument.
Knowing statistical characteristics of an instrument and their change over time, we can get rid of optimizing parameters when developing a trading algorithm. Instead, we can perform measurements and deliberately change trading algorithm parameters depending on statistical characteristics of a traded instrument.
According to one of the Merriam-Webster definitions, a trend is the general movement over time of a statistically detectable change and also a statistical curve reflecting such a change. In math, trends can be described using various equations — linear, logarithmic, polynomial, etc. The actual trend type is established based on the selection of...
In this article, we will try to understand how market physics can be used for automated trading. The language of mathematics implies transition from abstractness and uncertainty to forecasting. This allows operating with clear formulas or criteria, rather than with some approximate and vague values, in an effort to improve the quality of the created systems. I will not invent any theories or patterns, but I will only use known facts, gradually translating these facts into the language of mathematical analysis. The market physics is impossible without mathematics, because the signals that we generate are mathematical substance. Many people try to create various theories and formulas without any statistical analysis or using very limited statistics, which is often not enough for such bold conclusions. Practice alone is the criterion of truth. First, I will try to reflect a little, and then, based on these reflections, I will create an Expert Advisor (EA). This will be followed by the EA testing.
Two other articles devoted to seasonal pattern search have already been published (1, 2). I was wondering how machine learning algorithms can cope with the pattern search task. Trading systems in the above-mentioned articles were built on the basis of statistical analysis. The human factor can be eliminated now by simply instructing the model to trade at a certain hour of a certain day of the week. Pattern search can be provided by a separate algorithm.
In this article we will view seasonal characteristics of financial time series using Boxplot diagrams. Each separate boxplot (or box-and-whiskey diagram) provides a good visualization of how values are distributed along the dataset. Boxplots should not be confused with the candlestick charts, although they can be visually similar.
go to Templates folder (MT5's menu - File - Open Data Folder - MQL5 - Profiles - Templates) and place this file to this/inside Templates folder.
open any chart you want, right mouse click on the chart, and select Templates - absolutestrengthmarket3.
You will have the chart like that:
You can modify this chart as you need and save it as an other template (your template with your name). How to save the chart as template? Same: right mouse click on the chart - Templates - Save Template.
thanks for not only ASM, thanks for a lot helpful for comments...
RSX is "smoother RSI than RSI". It is an RSI that, without adding lag is producing smoother RSI values. This version adds volatility ratio adapting to it in order to make it more responsive to market condition changes at the times of high volatility, and to make it smoother in the times of low volatility
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Forum on trading, automated trading systems and testing trading strategies
over bougt/over sold levels
Sergey Golubev, 2017.08.25 11:03
The forum threads/posts about it
Forum on trading, automated trading systems and testing trading strategies
over bougt/over sold levels
Sergey Golubev, 2017.08.25 10:37
There are many indicators providing overbought/oversold levels, and you can select them in CodeBase.
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You can look at the following indicators for example:
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Example to use those levels: +135 pips
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What is a trend and is the market structure based on trend or flat
The concepts of trend and flat can be clearly and fully defined. Besides, it is possible to compare the trendiness degree of different instruments as well as of a single instrument on different scales. Such an analysis allows us to evaluate characteristics and features of instruments and construct trading algorithms considering individual behavior of each instrument.
Knowing statistical characteristics of an instrument and their change over time, we can get rid of optimizing parameters when developing a trading algorithm. Instead, we can perform measurements and deliberately change trading algorithm parameters depending on statistical characteristics of a traded instrument.
Forum on trading, automated trading systems and testing trading strategies
How to start with MetaTrader and forex, the beginning
Sergey Golubev, 2021.02.13 08:42
The market and the physics of its global patterns
Finding seasonal patterns in the forex market using the CatBoost algorithm
Two other articles devoted to seasonal pattern search have already been published (1, 2). I was wondering how machine learning algorithms can cope with the pattern search task. Trading systems in the above-mentioned articles were built on the basis of statistical analysis. The human factor can be eliminated now by simply instructing the model to trade at a certain hour of a certain day of the week. Pattern search can be provided by a separate algorithm.
Are you using the version of AbsoluteStrengthMarket_v1 indicator from this post #5 ?
I think - yes ...
You can use attached template file (absolutestrengthmarket3.tpl). How to install template:
You will have the chart like that:
You can modify this chart as you need and save it as an other template (your template with your name).
How to save the chart as template? Same: right mouse click on the chart - Templates - Save Template.
RSX volatility ratio adaptive - indicator for MetaTrader 5
Forum on trading, automated trading systems and testing trading strategies
Don`t read this thread..Make Money with it.
Sergey Golubev, 2021.08.17 08:27
Patterns with Examples (Part I): Multiple Top
Forum on trading, automated trading systems and testing trading strategies
Market Condition Evaluation based on standard indicators in Metatrader 5
Sergey Golubev, 2013.09.01 21:06
This my post? red dotted lines are for possible sell stop trade, blue dotted lines are are possible buy stop ...
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Anyway - I just copied some latest summary from this thread :
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Market Condition Evaluation
story/thread was started from here/different thread
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The beginning:
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Market condition
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3 Stoch MaFibo trading system for M5 and M1 timeframe
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PriceChannel ColorPar Ichi system.
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MaksiGen trading system
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Merrill's patterns are on this page.
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Divergence - how to use, explanation and where to read about.
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Scalp_net trading system
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MTF systems
more to follow ...
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MA Channel Stochastic system is here.
Improved version of this system: post #2342================================
Ichimoku
The beginning
After
Half Trend New - indicator for MetaTrader 5
Change of trend is indicated by arrows ('Up' and 'Down)
Half Trend New - indicator for MetaTrader 5
Change of trend is indicated by arrows ('Up' and 'Down)
And this is the EA based on this indicator: