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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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MT5 versiyonu  |  FAQ Owl Smart Levels Indicator ,   Bill Williams'ın gelişmiş fraktalları , piyasanın doğru dalga yapısını oluşturan Valable ZigZag ve kesin giriş seviyelerini gösteren   Fibonacci seviyeleri   gibi popüler piyasa analiz araçlarını içeren tek gösterge içinde eksiksiz bir ticaret sistemidir. pazara ve kar elde edilecek yerlere. Stratejinin ayrıntılı açıklaması Gösterge ile çalışma talimatı Baykuş Yardımcısı ticaretinde Danışman Yardımcısı Kullanıcıların özel sohbeti -> Satın ald
Satın aldıktan sonra yorum bırakın, bonus olarak 4 yüksek kaliteli gösterge alın. Chart Patterns All-in-One göstergesi, traderların teknik analizde yaygın olarak kullanılan çeşitli grafik desenlerini görselleştirmelerine yardımcı olur. Bu gösterge, potansiyel piyasa hareketlerini belirlemeye yardımcı olur ancak kârlılığı garanti etmez. Satın almadan önce göstergeyi demo modunda test etmeniz önerilir. Mevcut Teklif : "Chart Patterns All in One" göstergesinde %50 indirim. Dahil Edilen Desenler : 1
The Grand Signal indicator is a unique tool that not only provides an understanding of market behavior but also precisely identifies trend entry points after intraday correction limits, with accuracy down to a five-minute candlestick! It includes individual settings for each currency pair. After purchasing, be sure to message me directly for instructions! Telegram: @Lapinsania or here in the Market! In the settings, define the standard daily movement: EURUSD: 110 GBPUSD: 70 AUDUSD: 115 NZDUSD: 1
Öncelikle, bu Ticaret Aracının Non-Repainting, Non-Redrawing ve Non-Lagging Gösterge olduğunu vurgulamakta fayda var, bu da onu profesyonel ticaret için ideal hale getiriyor. Çevrimiçi kurs, kullanıcı kılavuzu ve demo. Akıllı Fiyat Hareketi Kavramları Göstergesi, hem yeni hem de deneyimli tüccarlar için çok güçlü bir araçtır. İleri ticaret fikirlerini, Inner Circle Trader Analizi ve Smart Money Concepts Ticaret Stratejileri gibi 20'den fazla kullanışlı göstergeyi bir araya getirerek bir araya g
Golden Arrow Scalper
Felipe Jose Costa Pereira
5 (1)
GOLDEN ARROW SCALPER! Ana Özellikler: Doğru Giriş Sinyalleri : Matematiksel hesaplamalara dayalı olarak piyasaya giriş için ideal zamanları belirleyin ve ticaret kararlarınızı optimize edin. Anlık Uyarılar : Ticaret sinyalleri oluşturulduğunda anında sesli bildirimler alın. Özelleştirilebilir Ayarlar : EMA parametrelerini ayarlayarak göstergenizi ticaret stratejiniz ve tarzınıza göre uyarlayın. Intuitif Görselleştirme : Kontrast renkler (Deniz Yeşili ve Kırmızı) kullanarak sinyalleri vurgulayın
FX Gunslinger
Oleg Rodin
5 (2)
Forex Gunslinger , MTF modunda destek/direnç, geçişler ve osilatörleri birleştirme fikri etrafında tasarlanmış bir AL/SAT ters sinyal göstergesidir. Her şey hizalandığında gösterge bir AL veya SAT sinyali üretir. Gösterge MTF fikrine dayalı olmasına rağmen algoritma oldukça kararlıdır ve güvenilir ters sinyaller üretir. Bu, mevcut grafiğinizin sinyallerini hesaplamak için daha yüksek veya daha düşük bir zaman dilimi kullanabileceği MTF tipi bir göstergedir. Ancak mtf olmayan modda da kullanılabi
Stratos Pali
Michela Russo
5 (1)
Stratos Pali Indicator   is a revolutionary tool designed to enhance your trading strategy by accurately identifying market trends. This sophisticated indicator uses a unique algorithm to generate a complete histogram, which records when the trend is Long or Short. When a trend reversal occurs, an arrow appears, indicating the new direction of the trend. Important Information Revealed Leave a review and contact me via mql5 message to receive My Top 5 set files for Stratos Pali at no cost! Dow
Ultimate Sniper Dashboard
Hispraise Chinedum Abraham
4.82 (22)
İndirimli fiyatı 299$! Fiyatlar gelecekte artabilir! Aşağıdaki açıklamayı okuyun! Ultimate Sniper Dashboard için En İyi Giriş Sistemi: NIHAI DINAMIK SEVIYELER. (Lütfen Ürünlerimi Kontrol Edin) Ultimate Sniper Dashboard, MT4 çoklu para birimi test limitleri nedeniyle SADECE canlı piyasalarda çalışır. Ultimate-Sniper Dashboard ile tanışın! Hem HA-Sniper hem de MA-Sniper içeren en iyimiz. ve birçok özel mod. Ultimate Sniper Dashboard mutlak bir canavar! Herhangi bir Acemi veya Uzman Tüccar için
PRO Renko Sistemi, RENKO grafikleri ticareti için özel olarak tasarlanmış son derece hassas bir ticaret sistemidir. Bu, çeşitli ticaret araçlarına uygulanabilen evrensel bir sistemdir. Sistemi etkin piyasa sana doğru ters sinyallerine erişim hakkı denilen ses nötralize eder. Göstergenin kullanımı çok kolaydır ve sinyal üretiminden sorumlu tek bir parametreye sahiptir. Aracı, seçtiğiniz herhangi bir ticaret aracına ve renko çubuğunun boyutuna kolayca uyarlayabilirsiniz. Yazılımımla karlı bir
Order Block Hunter
Noha Mohamed Fathy Younes Badr
5 (9)
Order block hunter indicator is the best indicator for  hunt the order blocks that area where there has been a large concentration of limit orders waiting to be executed Order blocks are identified on a chart by observing previous price action and looking for areas where the price experienced significant movement or sudden changes in direction .This indicator does that for you by using very complicated codes and helps you to take the best areas To buy and sell because it make marks at the best a
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
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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
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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
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 cata
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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
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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
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
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
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
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 cata
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
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 kesişimid
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 ort
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 g
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 mov
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 a
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 eğil
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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