AIS Ind Basic Window Functions MT5

Zaman serilerini yumuşatmak için çeşitli pencere işlevleri kullanılabilir. Pencere işlevleri, özellikleri bakımından birbirinden oldukça farklı olabilir - yumuşatma seviyesi, gürültü bastırma vb. Bu gösterge, ana pencere işlevlerini uygulamanıza ve finansal zaman serilerindeki performanslarını değerlendirmenize olanak tanır.
Gösterge parametreleri:
  • iPeriod – gösterge dönemi. iDönem >= 2
  • iCenter, pencere işlevinin merkezinin bulunacağı referansın dizinidir. Varsayılan olarak, bu parametre 0'dır - pencerenin merkezi, göstergenin merkeziyle çakışır. 1 <= iCenter <= iPeriod ile, pencere işlevinin merkezi kaydırılacak ve bunun sonucunda göstergenin bazı özellikleri değişecektir. Şekil 1'de, merkez seçiminin pencere işlevini ve göstergenin görüntüsünü nasıl etkilediğini görebilirsiniz. Bu parametre 0,5'lik artışlarla değiştirilebilir.

Bazı pencere işlevleri ek parametreler kullanır - ParameterA ve ParameterB. Pencere ağırlıklarını etkilerler. Bu nedenle, göstergenin özellikleri değişir. Tablo, pencere fonksiyonlarını ve eğer kullanılıyorlarsa parametre değiştirme limitlerini gösterir. Verilen parametreler için pencere fonksiyon ağırlıklarının dağılımı https://www.mql5.com/ru/market/product/72156 komut dosyası kullanılarak tahmin edilebilir.

Window
 Parameter A
 Parameter B
Bartlett - Hann window

Blackman window

Blackman window exact

Blackman – Harris window

Blackman – Harris window approx.

Blackman – Harris window corr.

Blackman - Harris window opt.

Blackman – Harris window ref.

Blackman - Nuttall window

Bohman window

Cauchy window
 0 <= ParameterA

Connes window
 1 < = ParameterA
Cosine gen. window 1st
 0 <= ParameterA <= 100
Cosine gen. window 2nd
 0 <= ParameterA <= 100
Dolph - Chebyshev window
 0 <= ParameterA
Flat Top window

Flat Top window approx.

Gauss window
 1 < = ParameterA <= 2*iPeriod
Gauss window approx.
 1 < = ParameterA <= 2*(iPeriod+1)
Gauss window conf.
 1 < = ParameterA <= 2*(iPeriod+1)
Gauss window gen.
 1 < = ParameterA <= 2*iPeriod
 0 <= ParameterB
Hamming window

Hamming window opt.

Hann window

Hann double window

Hann - Poisson window
 0 <= ParameterA

Hyperbolic tangent window
 0 <= ParameterA
 0 <= ParameterB
Kaiser window
 0 <= ParameterA

Kaiser - Bessel window
 0 <= ParameterA

Kaiser – Bessel window approx.

Karre window

Lanczos window

Lanczos kernel window
 1 <= ParameterA
Log window
 1 <= ParameterA
Logistic window

Modified cosine window

Nuttall's window

Parzen window

Planck - Bessel window
 0 < = ParameterA <= iPeriod/2
 0 <= ParameterB
Plank-taper window
 0 < = ParameterA <= iPeriod/2
Poisson window
 0 <= ParameterA

Rectangular window

Rife – Vincent 3rd window

Rife – Vincent 4th window

Silverman window
 1 <= ParameterA
Sinusoidal windows
 0 <= ParameterA

Smoothed rectangular window
 0 < = ParameterA <= iPeriod/2
Stepped window
 0 <= ParameterA

Triangular window
 0 < = ParameterA

Tukey window
 0 < = ParameterA <= iPeriod/2
Welch window
 1 <= ParameterA



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Bill Williams Advanced is designed for automatic chart analysis using Bill Williams' "Profitunity" system. The indicator analyzes four timeframes at once. Manual (Be sure to read before purchasing) Advantages 1. Analyzes the chart using Bill Williams' "Profitunity" system. Signals are displayed in a table in the corner of the screen and on the price chart. 2. Finds all known AO and AC signals, as well as zone signals. Equipped with a trend filter based on the Alligator. 3. Finds "Divergence Bar
TPA True Price Action MT5 Indicator
InvestSoft
4.91 (11)
Göstergeler
TPA True Price Action indicator reveals the true price action of the market makers through 100% non-repainting signals strictly at the close of a candle! TPA shows entries and re-entries, every time the bulls are definitely stronger than the bears and vice versa. Not to confuse with red/green candles. The shift of power gets confirmed at the earliest stage and is ONE exit strategy of several. There are available now two free parts of the TPA User Guide for our customers. The first "The Basics"
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Temirlan Kdyrkhan
1 (4)
Göstergeler
AriX Indicator for MT5 A powerful trend-following and signal-evaluation tool AriX is a custom MT5 indicator that combines Moving Averages and ATR-based risk/reward logic to generate clear buy/sell signals. It visualizes dynamic SL/TP levels, evaluates past trade outcomes, and displays win/loss statistics in a clean on-chart panel. Key features include: Buy/Sell signals based on MA crossovers ATR-based SL/TP1/TP2/TP3 levels with visual lines and labels Signal outcome tracking with real-time stat
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Bernhard Schweigert
4.53 (15)
Göstergeler
Herhangi bir Acemi veya Uzman Tüccar için En İyi Çözüm! Bu gösterge benzersiz, yüksek kaliteli ve uygun fiyatlı bir ticaret aracıdır çünkü bir dizi tescilli özelliği ve yeni bir formülü bir araya getirdik. Bu güncelleme ile çift zaman dilimi dilimlerini gösterebileceksiniz. Yalnızca daha yüksek bir TF gösteremeyeceksiniz, aynı zamanda TF grafiğini ve ARTIK daha yüksek TF'yi de gösterebileceksiniz: YUVARLAK BÖLGELERİ GÖSTERMEK. Tüm Arz Talebi tüccarları buna bayılacak. :) Önemli Bilgiler Açıkland
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Ivan Stefanov
5 (1)
Göstergeler
Göstergе, herhangi bir noktadan hacmi analiz eder ve bu hacim için piyasanın tükeniş seviyelerini hesaplar. Meravith’in ana çizgileri: Boğa hacim tükeniş çizgisi – hedef olarak kullanılır. Ayı hacim tükeniş çizgisi – hedef olarak kullanılır. Trend çizgisi – piyasa trendini gösterir. Piyasanın boğa mı ayı mı olduğuna bağlı olarak rengi değişir ve trend desteği görevi görür. Nasıl kullanılır: Mor dikey çizgiye çift tıklayın ve istediğiniz konuma taşıyın. Her şeyi analiz edebilirsiniz – trendleri v
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Yue Wang
Göstergeler
SignalTech MT5 is a trading system for EURUSD, USDCHF, USDJPY, AUDUSD, NZDUSD, EURJPY, AUDJPY, NZDJPY, CADJPY H2 and H3 Timeframe.  It can generate signals with Buy/Sell Arrows and Pop-Up/Sound Alerts. Each signal has clear Entry and Stop Loss levels, which should be automatically flagged on the chart, as well as potential Targets 1, 2, and 3. The Entry and TP levels are fixed after the trade is taken. The exit level is dynamic. If there are signs of a potential short-term trend reversal, the
ZIVA Signal Intelligence
Hassan Abdullah Hassan Al Balushi
Göstergeler
ZIVA Signal Intelligence An Adaptive, Modular Market Intelligence System ZIVA Signal Intelligence is not positioned as a conventional trading indicator. It is a fully integrated, proprietary market intelligence system engineered to deliver structured, high-precision interpretation of price behavior within a controlled analytical environment. Developed through an independent architectural approach, ZIVA does not rely on, derive from, or replicate existing indicators. It represents a standalone
PZ Swing Trading MT5
PZ TRADING SLU
5 (5)
Göstergeler
Protect against whipsaws: revolutionize your swing trading approach Swing Trading is the first indicator designed to detect swings in the direction of the trend and possible reversal swings. It uses the baseline swing trading approach, widely described in trading literature. The indicator studies several price and time vectors to track the aggregate trend direction and detects situations in which the market is oversold or overbought and ready to correct. [ Installation Guide | Update Guide | Tro
Trend Forecaster
Alexey Minkov
5 (7)
Göstergeler
12% OFF EASTER SALE The Trend Forecaster indicator utilizes a unique proprietary algorithm to determine entry points for a breakout trading strategy. The indicator identifies price clusters, analyzes price movement near levels, and provides a signal when the price breaks through a level. The Trend Forecaster indicator is suitable for all financial assets, including currencies (Forex), metals, stocks, indices, and cryptocurrencies. You can also adjust the indicator to work on any time frames, alt
FX Analysis
Lee Teik Hong
Göstergeler
FX Analysis is an all-in-one MT5 indicator dashboard that combines eight analytical tools in a single panel, helping traders identify high-probability setups without switching between charts or indicators. Designed for standard forex pairs on MetaTrader 5. Best results on M15 - H4 timeframes when all components are used together as part of the included workflow. Components Volatility Analyzer Displays historical average movement by hour and by day of the week. A real-time Pip Balance shows the
Trending Volatility System MT5
Vitalyi Belyh
Göstergeler
Volatility Trend System , girişler için sinyaller sağlayan bir ticaret sistemidir. Volatilite sistemi, trend yönünde doğrusal ve nokta sinyallerinin yanı sıra, yeniden çizme veya gecikme olmadan trendden çıkış sinyallerini de verir. Trend göstergesi orta vadeli trendin yönünü izler, yönünü ve değişimini gösterir. Sinyal göstergesi oynaklıktaki değişikliklere dayanır ve piyasaya girişleri gösterir. Gösterge çeşitli uyarı türleri ile donatılmıştır. Çeşitli ticaret araçlarına ve zaman dilimlerine
Easy SMC Trading
Israr Hussain Shah
3 (2)
Göstergeler
Otomatik Risk/Ödül ve Yapı Kırılması (BOS) Tarayıcılı Yapı Trendi Sürüm: 1.0 Genel Bakış Otomatik Risk/Ödül ile Yapı Trendi, Fiyat Hareketine ve Piyasa Yapısına dayanan yatırımcılar için tasarlanmış kapsamlı bir işlem sistemidir. Yüksek olasılıklı işlem kurulumları oluşturmak için düzeltilmiş bir trend filtresini, Swing Noktası tespiti ve Yapı Kırılması (BOS) sinyalleriyle birleştirir. Bu aracın öne çıkan özelliği Otomatik Risk Yönetimidir. Geçerli bir Yapı Kırılması tespit edildiğinde, göste
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Muhammad Elbermawi
5 (8)
Göstergeler
Berma Bantları (BB'ler) göstergesi, piyasa trendlerini belirlemeyi ve bunlardan yararlanmayı amaçlayan yatırımcılar için değerli bir araçtır. Fiyat ile BB'ler arasındaki ilişkiyi analiz ederek, yatırımcılar bir piyasanın trend veya aralıklı fazda olup olmadığını ayırt edebilir. Daha fazla bilgi edinmek için [ Berma Home Blog ] adresini ziyaret edin. Berma Bantları üç belirgin çizgiden oluşur: Üst Berma Bandı, Orta Berma Bandı ve Alt Berma Bandı. Bu çizgiler fiyatın etrafına çizilir ve genel tren
Ziva LSE System
Hassan Abdullah Hassan Al Balushi
Göstergeler
ZIVA LSE System A Professional Liquidity & Structure Execution Framework Executive Overview ZIVA LSE System is a professionally engineered analytical framework designed to interpret market behavior through structural logic and liquidity dynamics. It is not positioned as a conventional indicator. Rather, it functions as a structured execution environment that organizes price action into a clear, disciplined decision-making model. The system is built to deliver consistency, clarity, and controlle
SunSignal AI GOLD
Poh Choo Tan
Göstergeler
SunSignal ML — AI Gold Signals with Multi-Timeframe Confluence SunSignal ML is an advanced AI-powered signal indicator purpose-built for XAUUSD gold trading. It combines a proprietary adaptive trend algorithm with six machine learning models trained on confirmed price pivots to produce high-confidence entry signals with multi-timeframe validation. The indicator runs efficiently on M1, M5 and M15 timeframes and is designed for traders who want precision entries guided by data rather than guesswor
Entry Points Pro for MT5
Yury Orlov
4.48 (138)
Göstergeler
Top indicator for MT5   providing accurate signals to enter a trade without repainting! It can be applied to any financial assets:   forex, cryptocurrencies, metals, stocks, indices .  Watch  the video  (6:22) with an example of processing only one signal that paid off the indicator! MT4 version is here It will provide pretty accurate trading signals and tell you when it's best to open a trade and close it. Most traders improve their trading results during the first trading week with the help of
PZ Trend Trading MT5
PZ TRADING SLU
3.8 (5)
Göstergeler
Capture every opportunity: your go-to indicator for profitable trend trading Trend Trading is an indicator designed to profit as much as possible from trends taking place in the market, by timing pullbacks and breakouts. It finds trading opportunities by analyzing what the price is doing during established trends. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products   |  Get Help ] Trade financial markets with confidence and efficiency Profit from established trends witho
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AIS Money Management MT5
Aleksej Poljakov
Yardımcı programlar
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
AIS Optimal Duration Transaction
Aleksej Poljakov
Yardımcı programlar
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
AIS Optimal Stop Levels
Aleksej Poljakov
Yardımcı programlar
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
AIS Optimal Stop Levels MT4
Aleksej Poljakov
Yardımcı programlar
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
AIS Money Management
Aleksej Poljakov
Yardımcı programlar
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
MinDeposit MT5
Aleksej Poljakov
3 (1)
Yardımcı programlar
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 Probabilistic Price Levels MT5
Aleksej Poljakov
Yardımcı programlar
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
Helper for parameter selection MTF MT5
Aleksej Poljakov
Yardımcı programlar
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
MinDeposit
Aleksej Poljakov
5 (1)
Yardımcı programlar
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 Optimal Duration Transaction MT4
Aleksej Poljakov
Yardımcı programlar
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
Helper for parameter selection MTF
Aleksej Poljakov
Yardımcı programlar
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
AIS Probabilistic Price Levels
Aleksej Poljakov
Yardımcı programlar
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
AIS Correct Averages
Aleksej Poljakov
Göstergeler
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 Weighted Moving Average
Aleksej Poljakov
Göstergeler
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 Feasibility
Aleksej Poljakov
Göstergeler
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
AIS Volatility Meter
Aleksej Poljakov
Göstergeler
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
AIS Fibonacci P Numbers
Aleksej Poljakov
Göstergeler
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
AIS Sliding Median and Moving Average
Aleksej Poljakov
Göstergeler
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
AIS Multi Trend Forecast
Aleksej Poljakov
Göstergeler
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.
AIS Simple Linear Smoothing
Aleksej Poljakov
Göstergeler
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
AIS Dynamic Geometric Filter MT4
Aleksej Poljakov
Göstergeler
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
AIS Dual Lanczos Filter
Aleksej Poljakov
Göstergeler
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
AIS Linear Dynamic System MT4
Aleksej Poljakov
Göstergeler
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
AIS Color Noise Filter MT4
Aleksej Poljakov
Göstergeler
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
AIS Predictor Color Noise
Aleksej Poljakov
Göstergeler
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
AIS Adaptive Nonlinear Smoothing
Aleksej Poljakov
Göstergeler
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
AIS Adaptive Trend Smoothing
Aleksej Poljakov
Göstergeler
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
AIS Levi Smoothing Process
Aleksej Poljakov
Göstergeler
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
AIS Channel Price
Aleksej Poljakov
Göstergeler
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
AIS Probable High Low
Aleksej Poljakov
Göstergeler
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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