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# Asummetry

### The principle of the indicator.

The Asummetry  indicator allows you to predict the beginning of a change in the direction of trends, long before their visual appearance on the price chart.

The author statistically revealed that before changing the direction of the trend, the probability distribution function of the price is made as asymmetric as possible. More precisely, the price movement in any direction always pulls sideways the function of its distribution, but when the third-degree root of asymmetry divided by the standard deviation exceeds the unit in absolute value, the price will change its direction. The indicator operation is based on this regularity. The indicator calculates the value of the third degree root asymmetry normalized to the standard deviation, i.e. magnitude

ASUMM=   (< (x - <x>)^3 >)^(1/3)/ (< (x - <x>)^2 >)^(1/2),

where <...> is the averaging sign, which, when it is module exceeded  the unit , serves as a powerful signal to change the direction of a previously established trend.

It has also been established that the asymmetry plot changes sign when the price probability density function makes a sharp jump, which is characteristic of price dynamics.

The sliding asymmetry counted in a particular window, as well as the variance and the moving average, lags behind by about the floor of the averaging period used. Therefore:  (1) For past price values, the asymmetry plot shifts back through history by the amount of delay; (2) To receive a signal in a timely manner, a special compression algorithm for the asymmetry calculation period is applied when approaching the beginning of the current history.  At the same time, to ensure the possibility of calculating such asymmetry (creating a sufficient array of calculated points) on the M5-H4 time frames, be used the data of the minute chart is M1, the daily time frame is - M5, the weekly  - M30, and the monthly - H1.  On M1, this indicator, respectively, is not used.

The indicator, working on large timeframes, uses information from small timeframes. Therefore, for the indicator to work correctly in the tester, you need to load the history of the analyzed quote  (Tools / History Center )

### Using the Asummetry indicator in trading.

The indicator is very sensitive to the current state of the market and, therefore, is dynamic for current values, which is not its disadvantage.  The interval of the indicator readings, that  important for the trader  (for the current history), where the averaging period compression algorithm is used, is colored in other colors than the rest of the indicator readings, and all points of this interval serve to assess the current market situation.

If the position according to the trend is already open, then even a one-time  exceeding  by the  module  of ASUMM  by  one serves as the signal to close the position, since after that, a trend change is likely to follow.

If the position is not open yet, then | ASUMM |> 1 gives the trader a sign that a new trend will begin soon and the trader should then be in a state of readiness to open a position.  But the direction of the trend and the moment of entry into the position need to be determined by another indicator, for example,   Identify_Trend  or Sensitive Signal  or some other sensitive trend indicator.

### Indicator settings.

• Price type  - applied price. Values: Close price (default)), Open price, High price, Low price, Median price  ((high + low)/2),  Typical price ((high + low + close)/3),    Weighted  price  ((high + low + 2*close)/4).
• The averaging period   -  averaging period.  Values: any integer  (15 default).
• Number of countable bars of the current chart. - Number of calculated indicator graph bars . Values: any positive integer   (1000 default).
• Global shift - Global shift of the beginning of the indicator readings in bars. Values: any positive integer  (0 default).
• The non-lagging asymmetry is calculated? -  Values:  true(default),  false.

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️️️️️ You want to become a constantly profitable 5-star forex trader? ️️️️️ 1.  Read the basic description of our simple trading  system   &  and it's major strategy update in 2020   2.   Send a screenshot of your purchase  to get your personal invitation to our exclusive trading chat FX Trend displays the trend direction, duration, intensity and the resulting trend rating for all time frames in real time. You'll see at a glance at which direction the trends are running, how long
75 USD
Bermaui Pin Bars
Bermaui Pin Bars   Or (BPB) is an indicator that find Pin Bars price action pattern on the chart. Pin Bars is a shortcut for "Pinocchio Bars" which is a classic bar pattern alternative to Japanese candlesticks with tall upper or lower shadows and very small bodies like Hammer, Inverted-Hammer, Hanging Man, Shooting Star, Dragon Fly Doji or Grave Stone Doji. Bermaui Pin Bars indicator find this pattern depending on a formula that can be explained in the next steps: At first BPB calculate the
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Bermaui Bands
Bermaui Bands (BB) is a technical analysis tool that helps filter between ranging and trending price movements. The idea behind this indicator can be explained in the next steps: Calculate Standard Deviation as an oscillator that moves between 0 and 100. I will name it Bermaui Deviation percent (BD %). If "BD %" is near zero then volatility is at its extreme. In addition, if "BD %" is near 100 then volatility is very low. High volatility means a great probability for a trending market, whi
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Alligator Analysis
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The principle of the indicator.               A simple moving average (SMA) with an averaging period (2n + 1) of bars is always obtained lagging by n bars. If SMA or other types of moving averages are the basis for making trading decisions, then their strong delay does not allow   to open positions in time and close positions, which leads to losses.                            The Estimation moving average without lag ( EMAWL ) indicator calculates the non-lagging moving average, which is calcula
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The Identify Trend PRO indicator is an advanced version of the popular Identify Trend indicator.   The Identify Trend PRO indicator uses eight different averaging algorithms (developed by the author) that, together with cluster filtering supplementing them (cluster multicurrency analysis is used to more reliably identify flat sections), provides optimal filtering of false signals .                             The Identify Trend PRO indicator, as well as the Identify Trend , allows
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Aleksey Ivanov
Indicator is used for: defining price probability distributions. This allows for a detailed representation of the channel and its borders and forecast the probability of a price appearing at each segment of its fluctuations; defining the channel change moment.   Operation principles and features Indicator analyzes a quote history on lower timeframes and calculates a price probability distribution on higher ones. Forecast algorithms allow the indicator to calculate probability distributions and m
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Identify Trend ELITE Indicator is a professional version of the popular Identify Trend   indicator.  The Identify Trend ELITE  indicator uses twelve different averaging algorithms (developed by the author) that, together with cluster filtering supplementing them (cluster multicurrency analysis is used to more reliably identify flat sections), provides optimal filtering of false signals .                          The Identify Trend ELITE indicator, as well as the Identify Trend , al
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Aleksey Ivanov
The principle of constructing indicator lines .               Profit Trade  indicator is very effective for trading. Profit Trade  is a deep development of the well-known Donchian channel  indicator. The upper (BlueViolet color) Dup and the lower (IndianRed) Ddn lines of the indicator are constructed in the same way as in the Donchian channel , based on the highest (high of High) and lowest (low of Low) prices for the previous n1 = 20 periods. The middle line (Gold) Dm is constructed in the sam
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Signal Channel
Aleksey Ivanov
The principle of constructing indicator lines and their meaning .               The Signal Channel   indicator uses a robust filtering method based on two moving medians applicable to the High and Low prices, i.e. the lines <High> and <Low>, where <..> is the sign of linear averaging, which are shifted by certain values ​​in an uptrend and by opposite values ​​in a downtrend, which allows you to get a narrow channel, approximately outlining each bar. Sharp kinks of the lines of such a channel a
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Robust Filter
Aleksey Ivanov
The Robust filter   indicator is based on the robust filtering algorithm developed by the author using the multi-period averaged moving median. The algorithm for this averaging is shown in the last screenshot.                The indicator calculates and shows: 1. The direction of the trend; 2. Entry and exit points of positions; 3. StopLoss   lines calculated from current price probability distributions and selected probability of closing an order by StopLoss before the trend revers
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Absolute price
Aleksey Ivanov
This   indicator is intended for professionals assessing fundamental market trends.  This indicator calculates the index of any instrument and analyzes it.              The index of the state currency shows the real purchasing power of this currency, and the dynamics of this index shows the dynamics of the economic state of the corresponding state. An analysis of the indices of both currencies included in a currency pair makes it much more reliable to identify the trend of this cur
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Multicurrency Trend Detector
Aleksey Ivanov
The Multicurrency Trend Detector ( MTD ) indicator allows you to immediately and on one chart on a selected time interval (extending from a zero bar to a bar set in the settings by the value horizon) determine the presence, direction and strength of trends in all major currencies, as well as assess the reliability of these trends.               This is achieved by calculating indices (non-relative purchasing power) of eight major currencies, namely: AUD, CAD, CHF, EUR, GBP, JPY, NZ
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StatZigZag
Aleksey Ivanov
The StatZigZag  indicator looks like a regular ZigZag , but is built on the basis of completely different algorithms. The StatZigZag  indicator is a broken line built from segments of regression lines of different lengths, the beginning of each of which comes from the end of the previous segment. Each regression segment is built until the variance or spread of price around it begins to exceed a certain critical value, after which the construction of this segment ends and the constr
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TrueChannel
Aleksey Ivanov
The TrueChannel   indicator shows us the true price movement channels. This indicator resembles Donchian Channel   in its appearance, but is built on the basis of completely different principles and gives (in comparison with Donchian Channel , which is better just to use to assess volatility) more adequate trading signals.              As shown in the article , the price actually moves in channels parallel to the time axis and jumps abruptly from the previous channels to the subsequ
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Velocity of price change
Aleksey Ivanov
The Velocity of price change   ( VP ) indicator shows the average rate of price change at those characteristic time intervals where this rate was approximately constant. The robust algorithm used in VP   to smooth out the price from its random jumps, ensures the reliability of the indicator reading, which does not react to simple price volatility and its insignificant movements.             The indicator allows you to track trends and the moments of their reversals , during which t
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Prof MACD
Aleksey Ivanov
I present an indicator for professionals. Prof MACD is very similar to classic MACD in appearance and its functions . However, Prof MACD is based on completely new algorithms (for example, it has only one averaging period) and is more robust, especially on small timeframes, since it filters random price walks. The classic MACD indicator (Moving Average Convergence / Divergence) is a very good indicator following the trend, based on the ratio between two moving averages, namely the EMA
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