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Discrete wavelet transform

The Discrete wavelet transform indicator is an enhanced implementation of the numerical and functional analysis for MetaTrader 4, the discrete wavelet transform method (DWT). The specific feature of DWT is the way the wavelet is represented in the form of a discrete signal (sample). DWT is widely used for filtering and preliminary processing of data, for analyzing the state and making forecasts for the stock and currency markets, for recognizing patterns, processing and synthesizing various signals, for example, speech and medical signals, for solving the problems of image compression and processing, in learning neural networks and in many other cases.

The Discrete wavelet transform indicator is a filter, which is used for finding optimal market entry and exit points in trending conditions. It allows for more accurate forecasting and analysis of the current and emerging trend.

Discrete wavelet transform includes several methods for filtering the analyzed signal.
  • 1. Haar (haar)
  • 2. Daubechies (db1, db2, db3, db4, db5, db6, db7, db8, db9, db10)
  • 3. Coiflet (coif1, coif2, coif3, coif4, coif5)
  • 4. Biorthogonal (bior11, bior13, bior15, bior22, bior24 и др)
  • 5. Reverse Biorthogonal (rbior11, rbior13, rbior15, rbior22, bior24 и др)

as well as the calculation options and final filter presentation variants

  • 1. DWT is discrete wavelet transform
  • 2. MODWT is discrete wavelet transform with overlap
  • 3. SWT is stationary wavelet transform

Filters differ in basic functions, wavelet transform coefficients, as well as calculation methods (mainly iterative). Each filter has its own characteristics in the time and frequency space. The use of different filters allows identifying certain properties of the analyzed signal.

The number of wavelets used in signal analysis determines the level of decomposition. The accuracy of the signal presentation decreases on higher levels of decomposition, but the possibility of filtering the signal at a higher quality with better noise removal and efficient compression increases.


Adjustable Parameters

  • type - calculation type (0-DWT, 1-MODWT, 2-SWT);
  • filter - filter type;
  • indicator - indicator used for transform (0-1);
  • length - indicator length;
  • J - the level of decomposition.
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Sizlere ON Trade Waves Patterns Harmonic Elliot Wolfe'u tanıtmaktan mutluluk duyarız. Bu, manuel ve otomatik yöntemleri kullanarak piyasada çeşitli desenleri tespit etmek için tasarlanmış gelişmiş bir göstergedir. İşte nasıl çalıştığı: Harmonik Desenler: Bu gösterge, grafiğinizde görünen harmonik desenleri tanımlayabilir. Bu desenler, Scott Carney'in "Harmonic Trading vol 1 & 2" adlı kitabında açıklandığı gibi harmonik ticaret teorisini uygulayan tüccarlar için önemlidir. Onları manuel olarak ç
Alright. This indicator works on MT4 and is very easy to use. When you receive a signal from it, you wait for that candle with the signal to close and you enter your trade at the beginning of the next new candle. A red arrow means sell and a green arrow means buy. All arrows comes with Popup Alert like for easy identification of trade signal. Are you okay with that?   100% non repaint Work All Major currency  Pair,  1 minute time frame 1 minute expire
Gold Channel is a volatility-based indicator, developed with a specific timing algorithm for the XAUUSD pair, which consists of finding possible corrections in the market. This indicator shows two outer lines, an inner line (retracement line) and an arrow sign, where the theory of the channel is to help identify overbought and oversold conditions in the market. The market price will generally fall between the boundaries of the channel. If prices touch or move outside the channel it is a tra
Gann Swing Structure
Kirill Borovskii
5 (1)
This indicator is based on the mathematics of the great trader W.D. Ganna. With its help, you can easily find strong levels by analyzing swings to find the optimal entry point. The indicator works on all instruments and all timeframes. The indicator is fully manual and has control buttons. All you need to do is press the NEW button, a segment will appear, which you can place on any movement, swing or even 1 candle that you want to analyze. By placing the segment, press the OK button. A grid (th
MonsterDash Harmonic Indicator is a harmonic pattern dashboard. It recognizes all major patterns. MonsterDash is a dashboard that displays all detected patterns for all symbols and (almost) all timeframes in sortable and scrollable format. Users can add their own user defined patterns . MonsterDash can open and update charts with the pattern found. Settings MonsterDash's default settings are good enough most of the time. Feel free to fine tune them to your needs. The color settings are for tho
TPA True Price Action indicator reveals the true price action of the market makers through 100% non-repainting signals (except early signals mode) 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 custo
MR Reversal Patterns 4
Sergey Khramchenkov
5 (2)
In the "Masters of Risk" trading system, one of the main concepts is related to places where markets change direction. In fact, this is a change in priority and a violation of the trend structure at the extremes of the market, where supposedly there are or would be stop-losses of "smart" participants who are outside the boundaries of the accumulation of volume. For this reason, we call them "Reversal Patterns" - places with a lot of weight for the start of a new and strong trend. Some of the imp
All in One Trade
Alexey Minkov
4.48 (27)
The All-in-One Trade Indicator (AOTI) determines daily targets for EURUSD, EURJPY, GBPUSD, USDCHF, EURGBP, EURCAD, EURAUD, AUDJPY, GBPAUD, GBPCAD, GBPCHF, GBPJPY, AUDUSD, and USDJPY. All other modules work with any trading instruments. The indicator includes various features, such as Double Channel trend direction, Price channel, MA Bands, Fibo levels, Climax Bar detection, and others. The AOTI indicator is based on several trading strategies, and created to simplify market analysis. All-in-One
The Stochastic Basket Currency Strenght  brings the Stochastic indicator to a new level.  Expanding the boundaries of TimeFrames and mono-currency analysis, the SBCS take the movements of each currency that composes the cross and confront them in the whole basket of 7 crosses.  The indicator works with any combination of AUD, CAD, CHF, EUR, GBP, JPY, NZD, USD pairs and with full automation takes in account every stochastic value (main line) for the selected Time Frame.  After that, the indicator
Ticaret Sistemi Double Trend, çeşitli göstergelerden oluşan bağımsız bir ticaret sistemidir. Genel trendin yönünü belirler ve fiyat hareketi yönünde sinyaller verir. Ölçeklendirme, gün içi veya hafta içi ticaret için kullanılabilir. Olasılıklar Herhangi bir zaman diliminde ve ticaret aracında (Forex, kripto para birimleri, metaller, hisse senetleri, endeksler) çalışır. Grafik yüklemeden bilgilerin basit görsel okunması Gösterge yeniden çizilmez ve sinyalleri tamamlamaz Yalnızca mum kapan
ECM Elite Channel is a volatility-based indicator, developed with a specific time algorithm, which consists of finding possible corrections in the market. This indicator shows two outer lines, an inner line (retracement line) and an arrow sign, where the channel theory is to help identify overbought and oversold conditions in the market. The market price will generally fall between the boundaries of the channel. If prices touch or move outside the channel, it's a trading opportunity. The
ACB Breakout Arrows
KEENBASE SOFTWARE SOLUTIONS
4.15 (34)
The ACB Breakout Arrows indicator provides a crucial entry signal in the market by detecting a special breakout pattern. The indicator constantly scans the chart for a settling momentum in one direction and provide the accurate entry signal right before the major move.  Get multi-symbol and multi-timeframe scanner from here - Scanner for ACB Breakout Arrows MT4 Key features Stoploss and Take Profit levels are provided by the indicator. Comes with a MTF Scanner dashboard which tracks the brea
MetaTrader 4 için Ultimate Gold Advisor Ultimate Gold Advisor, MetaTrader 4 üzerindeki ticaret deneyimini optimize etmek için tasarlanmış ileri teknolojik bir araçtır. Deneyimli yatırımcıların ihtiyaçlarını karşılamak amacıyla geliştirilen bu gösterge, doğruluk, sofistike analiz ve çok yönlü işlevselliği bir araya getirerek bilgiye dayalı ticaret kararlarını destekler. Altın ticareti için ideal olmakla birlikte, geniş bir varlık yelpazesinde de uygulanabilir olan Ultimate Gold Advisor, piyasa st
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The ARIMA Trend Forecaster indicator is designed for analyzing and forecasting the trend component of a financial instrument based on the integrated ARIMA autoregressive model. The ARIMA methodology aims at identifying the presence of unit roots and the order of time series integration. In financial markets, autoregressive models are used for working with price time series to predict future price points. The ARIMA Trend Forecaster indicator using all the advantages of the ARIMA method allows to
Biwavelet is an indicator for harmonic forecast of the market based on one-dimensional wavelet transform functions. Wavelet transforms are one of the main tools of digital algorithmic trading. This is due to their ability to analyze and predict processes occurring in two independent basic dimensions - price and time. Wavelets have significant advantages over the Fourier transform, because wavelet transform allows evaluating not only the frequency spectrum of the price signal, but also the time a
MultiTrendLines - мультивалютный индикатор для автоматизации графического анализа трендовых линий. Позволяет быстро выполнять трудоемкий анализ трендовой ситуации на рынке. Использует точные математические алгоритмы выделения ключевых точек рынка для извлечения трендовой струкртуры инструмента. За счет применения корреляционных сигналов можно улучшить симметричную оценку поведения инструмента. Включает в себя возможность точно задавать необходимый уровень глубины и угла трендовой линии. Основной
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[Silindi] 2019.10.26 21:38 
 

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İncelemeye yanıt
Sürüm 3.0 2018.02.20
1. Added the eighth level of decomposition
2. Added new filter type - Reverse Biorthogonal (rbior)
3. Added two new indicators for transform
4. Extended filter families (filter order)
- Daubechies - db1, db2, db3, db4, db5, db6, db7, db8, db9, db10;
- Coiflet - coif1, coif2, coif3, coif4, coif5;
- Biorthogonal - bior11, bior13, bior15, bior22, bior24, bior31, bior33, bior35, bior37, bior39, bior44, bior55, bior68;
- Reverse Biorthogonal - rbior11, rbior13, rbior15, rbior22, rbior24, rbior31, rbior33, rbior35, rbior37, rbior39, rbior44, rbior55, rbior68.
5. Extended the range of possible values for the time series length parameter