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AIS Smoothing Stable Distribution

Stable distributions can be used to smooth financial series. Since a fairly deep history can be used to calculate the distribution parameters, such smoothing may in some cases be even more effective than other methods.
The figure shows an example of the distribution of the opening prices of the currency pair "EUR-USD" on the time frame H1 for ten years (figure 1). Looks fascinating, doesn't it?


The main idea behind this indicator is to determine the parameters of a stable distribution based on the spread of prices, and then use the data to smooth out the financial series. Thanks to this approach, the smoothed values will tend to the most likely value of the price in a given market situation.

The indicator operation is adjusted using the LB parameter. Its value determines the length of the smoothed series, expressed in bars. A valid value is between 1-255.


The blue line represents the smoothed value of the High, red – Low, and the green line corresponds to the Close.

The main drawback of this indicator is the inability to set the width of the smoothing window, so that the indicator is equally stable in all parts of the history. Therefore, the trader must choose the parameters for his specific requirements.
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Oleg Rodin
5 (13)
Piyasanın iki temel ilkesine dayanan bir gün içi stratejisi. Algoritma, ek filtreler kullanarak hacimlerin ve fiyat dalgalarının analizine dayanmaktadır. Göstergenin akıllı algoritması, yalnızca iki piyasa faktörü bir araya geldiğinde bir sinyal verir. Gösterge, daha yüksek zaman çerçevesinin verilerini kullanarak M1 grafiğinde belirli bir aralıktaki dalgaları hesaplar. Ve dalgayı doğrulamak için gösterge, hacme göre analizi kullanır. Bu gösterge hazır bir ticaret sistemidir. Bir tüccarın ihtiya
Italo Levels Indicator
Italo Santana Gomes
5 (7)
BUY INDICATOR AND GET EA FOR FREE AS A BONUS + SOME OTHER GIFTS! ITALO LEVELS INDICATOR  is the best levels indicator ever created, and why is that? Using high volume zones on the market and Fibonacci the Indicator works on all time-frames and assets, indicator built after 7 years of experience on forex and many other markets. You know many levels indicators around the internet are not complete, does not help, and it's difficult to trade, but the   Italo Levels Indicator is different , the Ital
ADR Ters Çevirme Göstergesi, normal ortalama günlük aralığına göre fiyatın şu anda nerede işlem gördüğünü bir bakışta size gösterir. Fiyat, ortalama aralığı ve seçtiğiniz seviyenin üzerindeki seviyeleri aştığında, açılır pencere, e-posta veya push yoluyla anında uyarılar alacaksınız, böylece hızlı bir şekilde geri çekilmelere ve geri dönüşlere atlayabilirsiniz. Gösterge, grafikte ortalama günlük aralık uç noktalarında yatay çizgiler ve ayrıca fiyatları aşan matematiksel olasılıkları olan seviye
First of all Its worth emphasizing here that this Trading Tool is Non-Repainting, Non-Redrawing and Non-Lagging Indicator, Which makes it ideal for professional trading. The Smart Price Action Concepts Indicator is a very powerful tool for both new and experienced traders. It packs more than 20 useful indicators into one, combining advanced trading ideas like Inner Circle Trader Analysis and Smart Money Concepts Trading Strategies. This indicator focuses on Smart Money Concepts, providing i
Up Down V9
Guner Koca
5 (1)
indicator is no repaint trend indicator. when red stars up to line that is probably end of long trades. when blue stars up to line that is probably end of down trades. indicator can use all pairs and lower than weekly charts, to use weekly chart need to at least 500 bars data on back.and lowering processing value 500. it is also suitable for 1m charts. indicator hold long way to go. there is not too many signals.
IX Power MT4
Daniel Stein
5 (5)
IX Power nihayet FX Power'ın rakipsiz hassasiyetini Forex dışı sembollere getiriyor. En sevdiğiniz endeksler, hisse senetleri, emtialar, ETF'ler ve hatta kripto para birimlerindeki kısa, orta ve uzun vadeli eğilimlerin yoğunluğunu doğru bir şekilde belirler. Terminalinizin sunduğu her şeyi analiz edebilirsiniz. Deneyin ve işlem yaparken zamanlamanızın nasıl önemli ölçüde iyileştiğini deneyimleyin. IX Power Temel Özellikler 100 hassas, yeniden boyanmayan hesaplama sonuçları - terminalini
ICT, SMC, SMART MONEY CONCEPTS, SMART MONEY, Smart Money Concept, Support and Resistance, Trend Analysis, Price Action, Market Structure, Order Blocks, BOS/CHoCH,   Breaker Blocks ,  Momentum Shift,   Supply&Demand Zone/Order Blocks , Strong Imbalance, HH/LL/HL/LH,    Fair Value Gap, FVG,  Premium  &   Discount   Zones, Fibonacci Retracement, OTE, Buy Side Liquidity, Sell Side Liquidity, BSL/SSL Taken, Equal Highs & Lows, MTF Dashboard, Multiple Time Frame, BigBar, HTF OB, HTF Market Structure, 
FX Power MT4 NG
Daniel Stein
5 (7)
Sabah Brifingimiz burada mql5 ve on Telegram! FX Power MT4 NG , uzun zamandır çok popüler olan döviz gücü ölçerimiz FX Power'ın yeni neslidir. Peki bu yeni nesil güç ölçer ne sunuyor? Orijinal FX Power hakkında sevdiğiniz her şey PLUS GOLD/XAU güç analizi Daha da hassas hesaplama sonuçları Ayrı ayrı yapılandırılabilir analiz dönemleri Daha da iyi performans için özelleştirilebilir hesaplama limiti Özel çokluDaha fazlasını görmek isteyenler için örnek ayarlar Her grafikte en sevdiğiniz renkler i
Yazarın diğer ürünleri
The script is based on the simulation of trade transactions using a random number generator. This allows you to get completely different results, even with the same input parameters. When you run the script, a dialog box opens in which you can set the desired values ​​for external variables. In the  Trading options  block, the basic parameters that are necessary for trading modeling are defined. Start Balance  - sets the initial size of the trade balance. Number Trade  - sets the number of trad
FREE
The script allows selecting the required 'Filter level' value of the AIS-MTF MT5 indicator. Run the script on the required chart and selected timeframe. Once its operation is complete, the HPS.csv file will be created in the Files folder. Open the file. You will see three columns. The 'Filter lvl' column represents the value of the 'Filter level' for the AIS-MTF indicator. Am. dev. - degree and direction of the indicator's deviation from the price level (sorted in ascending order). Negative valu
FREE
Choosing the levels of StopLoss and TakeProfit can have a very strong impact on the overall performance of trading. In addition to the obvious parameters of a trade transaction - the size of a possible win or probable loss - the levels of StopLoss and TakeProfit also affect the expected duration of the transaction, and the profitability of trading in general. If you have already determined the optimal transaction duration using the “ AIS-ODT ” script, then you can begin to determine the paramete
FREE
This script allows selecting the TakeProfit and StopLoss levels. It analyzes the history data, and then calculates the probability of reaching a given price level. How the script works Suppose you have a trading strategy and you want to select the TakeProfit and StopLoss levels. Run the script and set the parameter: Number of Bars - the average position holding time in bars. Once the script operation is complete, the AIS-PPL.csv file will be created in the Files folder in the terminal data cat
FREE
The script is based on the simulation of trade transactions using a random number generator. This allows you to get completely different results, even with the same input parameters. When you run the script, a dialog box opens in which you can set the desired values ​​for external variables. In the Trading options block, the basic parameters that are necessary for trading modeling are defined. Start Balance - sets the initial size of the trade balance. Number Trade - sets the number of trade tr
FREE
Choosing the levels of StopLoss and TakeProfit can have a very strong impact on the overall performance of trading. In addition to the obvious parameters of a trade transaction - the size of a possible win or probable loss - the levels of StopLoss and TakeProfit also affect the expected duration of the transaction, and the profitability of trading in general. If you have already determined the optimal transaction duration using the “ AIS-ODT ” script, then you can begin to determine the paramete
FREE
The script allows selecting the required 'Filter level' value of the AIS-MTF indicator. Run the script on the required chart and selected timeframe. Once its operation is complete, the HPS.csv file will be created in the Files folder. Open the file. You will see three columns. The 'Filter lvl' column represents the value of the 'Filter level' for the AIS-MTF indicator. Am. dev. - degree and direction of the indicator's deviation from the price level (sorted in ascending order). Negative values i
FREE
This script is designed so that the trader can determine the average duration of trade transactions, at which the ratio of possible profits and losses will be optimal. First, let's look at the general approach to determining the optimal duration of trade transactions. We introduce the following variables: R   - the result of the transaction; T   - the time during which the transaction was open; W  - the time between the closing of the previous transaction and the opening of the next one. Every t
FREE
This script is designed so that the trader can determine the average duration of trade transactions, at which the ratio of possible profits and losses will be optimal. First, let's look at the general approach to determining the optimal duration of trade transactions. We introduce the following variables: R   - the result of the transaction; T   - the time during which the transaction was open; W - the time between the closing of the previous transaction and the opening of the next one. Every tr
FREE
MinDeposit
Aleksej Poljakov
5 (1)
The script analyzes the history of quotes and gives recommendations on the minimum deposit. The calculations take into account the variability of prices and the standard deviation. Margin requirements for the instrument are also taken into account. The result of the script is the minimum recommended deposit for trading the given currency pair.
FREE
This script allows selecting the TakeProfit and StopLoss levels. It analyzes the history data, and then calculates the probability of reaching a given price level. How the script works Suppose you have a trading strategy and you want to select the TakeProfit and StopLoss levels. Run the script and set the parameter: Number of Bars - the average position holding time in bars. Once the script operation is complete, the AIS-PPL.csv file will be created in the Files folder in the terminal data cat
FREE
The script analyzes the history of quotes and gives recommendations on the minimum deposit. The calculations take into account the variability of prices and the standard deviation. Margin requirements for the instrument are also taken into account. The result of the script is the minimum recommended deposit for trading the given currency pair.
FREE
AIS Doğru Ortalamalar göstergesi, piyasadaki bir trend hareketinin başlangıcını belirlemenizi sağlar. Göstergenin bir diğer önemli kalitesi, trendin sonunun açık bir işaretidir. Gösterge yeniden çizilmez veya yeniden hesaplanmaz. Görüntülenen Değerler h_AE - AE kanalının üst sınırı l_AE - AE kanalının alt sınırı h_EC - Mevcut çubuk için yüksek tahmin edilen değer l_EC - Mevcut çubuk için düşük tahmin edilen değer Gösterge ile çalışırken sinyaller Ana sinyal, AE ve EC kanallarının kesi
AIS Ağırlıklı Hareketli Ortalama göstergesi, ağırlıklı bir hareketli ortalama hesaplar ve trend olan bir piyasa hareketinin başlangıcını belirlemenize olanak tanır. Ağırlık katsayıları, her bir çubuğun belirli özellikleri dikkate alınarak hesaplanır. Bu, rastgele piyasa hareketlerini filtrelemenize olanak tanır. Bir trendin başladığını teyit eden ana sinyal, gösterge çizgilerinin yönündeki bir değişiklik ve gösterge çizgilerini geçen fiyattır. WH (mavi çizgi), Yüksek fiyatların ağırlıklı
AIS Advanced Grade Fizibilite göstergesi, fiyatın gelecekte ulaşabileceği seviyeleri tahmin etmek için tasarlanmıştır. Görevi, son üç çubuğu analiz etmek ve buna dayalı bir tahmin oluşturmaktır. Gösterge herhangi bir zaman diliminde ve herhangi bir döviz çiftinde kullanılabilir. Ayarların yardımıyla, tahminin istenen kalitesini elde edebilirsiniz. Tahmin derinliği - istenen tahmin derinliğini çubuklar halinde ayarlar. Bu parametrenin 18-31 aralığında seçilmesi önerilir. Bu sınırların ötesine
The indicator is designed to measure the price volatility. This allows determining the moments for opening or closing trade positions more accurately. High intensity of the market indicates the instability of its movement, but allows for better results. And, conversely, low intensity of the market indicates the stability of its movement. Parameters Bars to process - the number of bars to measure the price movements. A low value of this parameter allows determining the moments of rapid price mo
This indicator uses the Fibonacci p-numbers to smooth a price series. This allows combining the advantages of the simple and exponential moving averages. The smoothing coefficients depend on the level of the p-number, which is set in the indicator parameters. The higher the level, the greater the influence of the simple moving average and the less significant the exponential moving average. Parameters Fibonacci Numbers Order - order of the Fibonacci p-number, specified by trader. Valid values
The indicator is based on the analysis of interaction of two filters. The first filter is the popular Moving Average. It helps to identify linear price movements and to smooth minor price fluctuations. The second filter is the Sliding Median. It is a non-linear filter. It allows to filter out noise and single spikes in the price movement. A predictive filter implemented in this indicator is based on the difference between these filters. The indicator is trained during operation and is therefore
This indicator studies the price action as a combination of micro-trends. All micro-trends are analyzed and averaged. Price movement is filtered based on this averaging. IP_High and IP_Low (blue and red dashed lines) show the instantaneous price movement. They display the forecast only for the current price values, taking into account only the number of bars defined by the 'Filter level' parameter. SP_High and SP_Low (blue and red solid lines) smooth the price movements with respect to history.
Bu gösterge, basit bir doğrusal yumuşatma işlemi uygular. Üstel yumuşatmanın dezavantajlarından biri, sinyalin hızlı bozulmasıdır. Bu, fiyat aralığındaki uzun vadeli eğilimleri tam olarak takip etmeyi imkansız hale getirir. Doğrusal yumuşatma, sinyal filtrelemeyi daha doğru ve ince bir şekilde ayarlamanıza olanak tanır. Gösterge, parametreler seçilerek yapılandırılır: LP - bu parametre, yumuşatma süresini seçmenize olanak tanır. Değeri ne kadar büyük olursa, gösterge o kadar uzun vadeli e
Этот индикатор представляет гибридный фильтр основанный на совместном использовании медианы и скользящей средней. Использование медианы позволяет отфильтровывать аномальные выбросы и случайные импульсы в значениях ценового ряда. При этом на трендовую составляющую медианный фильтр не действует, оставляя ее без изменений. Так как медианный фильтр является нелинейным, то для сглаживания его значений используется скользящая средняя. Такой подход позволяет более точно выделять не только тренд, но и п
This indicator is a combination of two modified Lanczos filters. The first filter serves to extrapolate the price. Based on past values, he predicts a possible price movement within the current bar. That is, it shows what the price would be if the past trends remained unchanged. The second filter for smoothing and averaging prices within the window, determined by the level of the filter. Thanks to the selection of weights, this filter is most actively responding to the periodic component that is
Let's look at the nature of price changes in the Forex market, not paying attention to the reasons why these changes occur. This approach will allow us to identify the main factors affecting the price movement. For example, let's take the opening prices of bars on the EUR-USD currency pair and the H1 timeframe. For these prices, we construct the Lameray diagram (Figure 1). In this diagram, it can be seen that the price movement basically occurs according to a linear equation. To determine the pa
This indicator is more informative. His work is based on the assumption that the price movement in the market can be represented as noise of a particular color, which depends on the parameters of the distribution of price values. Thanks to this, it is possible to analyze the price change from different angles, and considering the price movement as noise of a particular color, one can get information about the current state of affairs in the market and make a forecast about the price behavior. W
Despite some drawbacks of the “ AIS Color Noise Filter ” indicator, the idea to use it to smooth the price series and forecast prices looks quite attractive. This is due to several reasons: first, taking into account several noise components allows building a forecast on factors independent of each other, which can improve the quality of forecasting; secondly, the noise characteristics of the price series behave quite stably throughout the entire history, which makes it possible to obtain stabl
Very often, in the study of financial series apply their smoothing. Using smoothing, you can remove high-frequency components - it is believed that they are caused by random factors and therefore irrelevant. Smoothing always includes some way of averaging the data, in which random changes in the time series mutually absorb each other. Most often, for this purpose, simple or weighted moving average methods are used, as well as exponential smoothing. Each of these methods has its advantages and d
In order to isolate long-term and non-random components, it is necessary to know not only how much the price has changed, but also how these changes occurred. In other words - we are interested not only in the values ​​of price levels, but also in the order in which these levels replace each other. Through this approach, one can find long-term and stable factors that influence (or may influence) the price change at a given point in time. And knowledge of these factors allows you to make a more
One of the powerful methods of analysis is the modeling of financial series using Levy processes. The main advantage of these processes is that they can be used to model a huge number of phenomena - from the simplest to the most complex. Suffice it to say that the idea of ​​the fractal price movement in the market is only a special case of Levy processes. On the other hand, with proper selection of parameters, any Levy process can be represented as a simple moving average. Figure 1 shows an exa
Very often, the trader is faced with the task of determining the extent to which the price may change in the near future. For this purpose, you can use the Johnson distribution type SB. The main advantage of this distribution is that it can be used even with a small amount of accumulated data. The empirical approach used in determining the parameters of this distribution, allows you to accurately determine the maximum and minimum levels of the price channel. These values ​​can be used in differ
This indicator allows you to determine the likelihood that the price will reach one or another level. Its algorithm is quite simple and is based on the use of statistical data on the price levels of a particular currency pair. Thanks to the collected historical data, it is possible to determine the extent to which the price will change during the current bar. Despite its simplicity, this indicator can provide invaluable assistance in trading. So, with its help it is possible to determine TakePr
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