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Adaptive SSA

SSA stands for 'Singular Spectrum Analysis'. It combines elements of classical time series decomposition, statistics, multivariate geometry, dynamical systems and signal processing.
SSA decomposes time series into a sum of components (ETs), with each component representing a lower smoothing, using several SVD (Singular Value Decompositions).

It is a powerful filtering process used in many fields of research (climatology, biomedical, aerospace, etc), where high quality forecasting and smoothing of data is important.

The SSA is adaptive in nature, but this Adaptive Version takes it to the next level, by adding a better fit to the data, while keeping smoothness to its maximum.


YOU NEED A HIGH-END CPU TO USE THIS INDICATOR, SPECIALLY IN ADAPTIVE AND REALTIME MODE. THIS IS AN OPTIMIZED VERSION.


HOW TO USE IT:
  1. First Set your Window Size. The higher the size, the higher the smoothing capability, but it is also slower to process.
  2. Select the ET bins you like. If you want more smoothing select only 'Bin 1', but 'Both Bins' is often the best choice. Bin 1 selection is often best for the Non-Adaptive mode.
  3. Set the Threshold to a high value (for example 800.0) and lower it step by step until you're satisfied with the adaptiveness of the curve. A value too low and there is no smoothing, A value too high and there is too much smoothing and no adaptiveness, so you have to find the right value for your trading style.


WHAT TO DO IF YOU HAVE A SLOW PC :

If the processing of N past bars is cut short because of the time limit set in the parameters, you can do several things:
  1. use a VPS
  2. Make the processing time limit higher ('Max Computation Time').
  3. Lower the Smoothing factor.
  4. Lower the Window Size (less smoothing but faster processing).
  5. Use only ET Bin 1 only.
  6. Raise the 'Step' parameter in Adaptive Mode.
  7. Disable 'Extra Precision'.

As a rule of thumb, the bigger the 'Window Size', the better the smoothing, but also requires more processing power.

If your computer is not powerful enough to process Realtime tick data :
This indicator has been made to be used at the close of the bar. The computation happens only once per bar, at the close of the bar.
Another way is to use the 'extrapolate last bar' function : It will compute the SSA for the last bar at the open.

PARAMETERS DESCRIPTION
  • Threshold -- the smoothing is lowered step by step until the difference with the signal is under the 'Threshold' value.
  • Smoothing Start  [0..1] 
  • Smoothing Stop  [0..Smoothing Start]
  • Adaptive Step [1..window] -- The 'Smoothing Start' value is lowered step by step (using the 'Adaptive Step' value), until it reaches the 'Smoothing Stop' value.
  • Extra Precision
  • Extra Precision Threshold [0..1] -- If 'Extra Precision' is set to 'True', the step value is lowered to the smallest value possible.
Global Parameters :
  • ET -- You can select the 'Bin 1', the 'Bin 2' or 'Both'. 'Bin 1' is smoother than 'Bin 2' but sometimes you need both, specially in the 'Adaptive Mode'.
  • Window Size -- Higher Size = more smoothing but also is lower to process.
  • Realtime Mode (recomputes SSA on every tick) -- this mode requires a high-end CPU and is not really necessary because it's better to wait the end of the bar before deciding if there is a reversal.
  • Max Realtime Tick Computation Time (in seconds) -- This value is the maximal duration of the processing of ONE window. If the processing takes longer, 'Realtime Mode' processing is not possible, because ticks will arrive faster than the processing of the data is possible.
  • Extrapolate last bar -- Forecast of the next value based on the past values and the Open of last bar ('Realtime Mode' must be 'OFF').
  • Use Additional Memory -- More memory is used but this speeds up the processing of the SVDs.
  • Bars to compute -- Number of past values to compute.
  • Max Computation Time (in seconds) -- If the processing of the 'Bars to compute' past values takes more time than that value, the process will be stopped.
Alerts :
  • Display Current Slope Value -- true/false. Will print out the slope of the current bar in the "Experts" or "Log" tab.
  • Alert on Reversal
  • Minimum reversal amount (in points) -- the minimum amount a price has to pull back before an alert is sent.
  • Alert on Slope
  • Minimum Slope amount -- the minimum slope of the SSA before an alert is sent.
  • Use MT4 Sound Alerts
  • Use Email Alerts
  • Use Push Alerts 


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A. ¿Qué es A2SR ?   * Es un indicador técnico líder (sin repintado, sin retraso).   * Special event :  https://c.mql5.com/1/263/A2SR_Discount_35_percent_in_August_2023.png -- Guía : -- en https://www.mql5.com/en/blogs/post/734748/page4#comment_16532516 -- y https://www.mql5.com/en/users/yohana/blog A2SR tiene una técnica especial para determinar los niveles de Soporte (demanda) y Resistencia (oferta). A diferencia de la forma ordinaria que vimos en la red, A2SR tiene un concepto original
Introduction to X3 Chart Pattern Scanner X3 Cherart Pattern Scanner is the non-repainting and non-lagging indicator detecting X3 chart patterns including Harmonic pattern, Elliott Wave pattern, X3 patterns, and Japanese Candlestick patterns. Historical patterns match with signal patterns. Hence, you can readily develop the solid trading strategy in your chart. More importantly, this superb pattern scanner can detect the optimal pattern of its kind. In addition, you can switch on and off individu
Difícil de encontrar y escasa en frecuencia, las divergencias son uno de los escenarios comerciales más confiables. Este indicador busca y escanea las divergencias regulares y ocultas automáticamente usando su oscilador favorito. [ Guía de instalación | Guía de actualización | Solución de problemas | FAQ | Todos los productos ] Fácil de comerciar Encuentra divergencias regulares y ocultas Admite muchos osciladores bien conocidos Implementa señales comerciales basadas en rupturas Muestra n
EZT Trend
Tibor Rituper
4 (1)
El indicador de tendencia EZT le mostrará la tendencia, el retroceso y las oportunidades de entrada. Se encuentran disponibles filtrado opcional y todo tipo de alertas. Se agregan alertas por correo electrónico y notificaciones automáticas. También estamos desarrollando un EA basado en este indicador, que estará disponible pronto. Es un indicador multifuncional que consta de dos histogramas de color y una línea. Es una representación visual de la dirección y la fuerza de una tendencia; tambié
This is a trend Predictor. Honestly I have to give some credit to some few developers I know personally because they helped pulled this off.  The trend indicator uses special optics to direct the flow of price . it detects where the trend is moving into  It uses price action and a few other embedded custom indicator. You can use it in all timeframes and will be available at a much cooler price.  Please test this Indicator before buying to make sure you like what you see. I can't guarantee th
The 5X target indicator is an indicator that plots the optimal entry zone and the target for the trading day. It also plots a level where the stoploss can be moved to breakeven for a risk free trade which is 2X. This indicator has time window inputs. The default settings are from 02:00 to 19:00 CET+1 time zone. This indicator is based used with a direction bias for the day. I post the direction bias for several pairs in the comments section. Added a new feature Time Zone to help trade the highes
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Tick Sound
Jean Francois Le Bas
5 (1)
Tick Sound will play a different sound each time a tick is triggered. When the tick is higher than the previous one, an "UP" sound is triggered When the tick is lower than the previous one, a "DN" sound is triggered The sound i chose is a Sheppard Tone : it's an audio effect that simulates and endless ramping sound up or down which is perfect for this task. There are three main parameters for Tick Sound Ask : will play a sound each time a new Ask value is output. Bid : will play a sound each t
Fisher Reversals
Jean Francois Le Bas
This indicator weigth the actual close price with the high and the low of past values then it is computed by a simple 1 lag IIR filter before being processed by a final logarithmic algorithm to order the data. This Indicator is perfect to find precise reversals. Rules of Trading :  1) Be sure that the yellow line is in overbought/oversold (above +5 or under -5) The higher/lower, the better. 2) Wait for the gray line to touch the yellow line then separate from it : this is the signal. 3) If t
Trend Range detector
Jean Francois Le Bas
1 (1)
Trend/Range Detector is an indicator that allows to determine with accuracy if the future price will range or trend in the following bars. The Indicator is drawn in a separate window where two lines are displayed : the crossing of the main signal (blue) with a moving average (orange) will determine if each zone is a trending or ranging market. Parameters : period : the number of bars to look back (default = 20) type : type of the main signal (trend or range) (default = RangeDetector) Moving av
Trended Digital Oscillator
Jean Francois Le Bas
4 (1)
Oscillators are, by nature, exemple of any trend information. This indicator is "trended", meaning is it reacting to trend as well: if the oscillator is in the UPPER part of the window, then trade only BUYs. if the oscillator is in the LOWER part of the window, then trade only SELLs; You can also choose to start trading when the trend begins (see Alerts) Parameter description: lookbackOsc : Period of the yellow line (the digital oscillator). (default = 14) DSFast :  Fast Period of the oscillat
Advanced SSA
Jean Francois Le Bas
SSA stands for 'Singular Spectrum Analysis'. It combines elements of classical time series decomposition, statistics, multivariate geometry, dynamical systems and signal processing. SSA decomposes time series into a sum of components (ETs), with each component representing a lower smoothing, using several SVD (Singular Value Decompositions). It is a powerful filtering process used in many fields of research (climatology, biomedical, aerospace, etc), where high quality forecasting and smoothin
TenFold
Jean Francois Le Bas
4 (1)
9 out of 10 copies left at $100 after that price will double ($200) ! so hurry This indicator is a mean-reversal type of indicator. Meaning it will not follow a trend but rather make profit from a change in price direction, when the price extends from it mean, but to come back to it later on. This indicator is 100% NON REPAINT and will not redraw its arrows once they appear. Each arrow is drawn at the close of the candle, not during the life of the candle. No parameters, only alert parameters.
Focus
Jean Francois Le Bas
This indicator is profitable on 28/28 forex pairs on H1 timeframe WITHOUT SPREAD. You need to substract the spread to the profit amounts shown The code is robust with a high chance to continue being profitable no matter how the price action evolves.  But profitable on 28 pairs doesn't mean you should trade all the pairs all the time:  On less popular ones, liquidity is low, so spread will usually be high and will eat all the profits. You have to be careful and trade only when the spread is low
TrueRSI
Jean Francois Le Bas
Built-in RSI indicator has an error in the algorithm. I spotted the error while working on a modified RSI where i needed the original algorithm with special input I started with the official formula and were having different curves from the built-in indicator. after thinking I had made a mistake in the algorithm, I realized the orginal indicator is wrong by looking at the code. So here is the real RSI, computed from the original formula, so you know it's the real indicator.
Early Trends
Jean Francois Le Bas
Early Trends finds trends early, when price is still squeezed inside price action, which is the best time to spot a trend. When the price action makes higher highs or lower lows within the first bars back, while no HH or LL has been triggered on higher period bars back, then a trend is potentially beginning You can also take signals only in the direction of the trend, with the trend filter. Many parameters : Number of Bars Displayed Number of Bars Back HHLL Number of Bars Back Multiplier Perio
Top G Arrows
Jean Francois Le Bas
"TOP G ARROWS"    shows price reversal points designed for scalping and intraday trading. Contains internal reversal filters (ATR, HHLL, RSI). Can be used on all time frames and trading instruments. Can be used on M1, M5, M15 time frames for scalping or M30, H1, H4 for intraday trading, Recommended for M30 and H1. The arrows are built on candle close (appears on previous bar at the open of the new candle)
TruRange
Jean Francois Le Bas
TruRange is a Next-Level trend and range detection created from algorithms based on   price action. No other indicator apart from ATR is used in the computing of the main line indicator It separates Trending and Ranging market conditions without any lag. It's good to separate mean reverting strategies from trending/breakout strategies. Settings : Bars : number of bars to compute Sensitivity : a lower value will have longer range periods while a higer value will have more smaller ranging peri
Equilibrium MA
Jean Francois Le Bas
This indicator cuts right through the price, in a straight line 100% non repaint, you get a new value at the opening of each new bar It is perfect for mean reversal strategies : open far from the line and close when the price touches the line It works really well for mean reverting pairs specially (CHF, NZD). It has absolutely no lag when there is a sudden move up or down and follows trend exactly ! This indicator should be a must have tool in the toolbox of every trader
LLAMA stands for Lag-Less Adaptive Moving Average it is a state of the art moving average that is very close to the price, specially those sudden moves that put every typical moving average away from the price. This finding comes from the latest research in adaptive moving averages, with a lag close to 0 This MA keeps a very high smoothing ability while keeping a lag almost null.
LLAMA Macd
Jean Francois Le Bas
LLAMA MACD has been made from the same formula that creates regular MACD. The only difference is that both smoothing alogrithms has been replaced by the LLAMA (LagLess Adaptive Moving Average) Main parameters are the same : 2) LLAMA Period (Fast) 1) LLAMA Period (Slow) 3) LLAMA Signal   Period and the LLAMA Parameters are the same as with the single AMA: 1) ActiveBar : computes last bar as well in Realtime (higher CPU usage) 2) ATRPeriod 3) ATRDistMul =: Multiplier1 (Detect) 4) ATRDistMul2 :
LLAMA BB has been made from the same formula that creates regular BB.  The only difference is that the smoothing alogrithms have been replaced by the LLAMA (LagLess Adaptive Moving Average) Main parameters are the same : 2) LLAMA Period 1) STDDEV Period 3) STDDEV Multiplier and the LLAMA Parameters are the same as with the single AMA: 1) ActiveBar : computes last bar as well in Realtime (higher CPU usage) 2) ATRPeriod 3) ATRDistMul =: Multiplier1 (Detect) 4) ATRDistMul
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