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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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Support Resistance Breakout MT4
Temitayo Lawal
5 (2)
Indicadores
This indicator uses support and resistance, volume and some special formula to calculate the volume to filter the candles. If the volume reaches a specific value, And at the same time, Candle breaks the support/resistance line, There would be a signal and we can enter the market. Signals appear when the current candle closes. then you can enter the trade when a new candle appears. Please don't forget to follow your money management plan. MT5 Version Support/Resistance Breakout MT5 :   https:
Volume by Price MT4
Brian Collard
4.71 (14)
Indicadores
The Volumebyprice.com Indicator for MetaTrader 4 features Volume Profile and Market Profile TPO (Time Price Opportunity). Volume and TPO histogram bar and line charts. Volume Footprint charts. TPO letter and block marker collapsed and split structure charts. Static, dynamic and flexible range segmentation and compositing methods with relative and absolute visualizations. Session hours filtering and segment concatenation with Market Watch and custom user specifications. Graphical layering, posit
EZT Trend
Tibor Rituper
4 (1)
Indicadores
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
Perfect Trend Hit
Mohit Dhariwal
Indicadores
30% DISCOUNT ! DISCOUNT ! DISCOUNT ONLY FOR 5 USERS at125$ valid for 1 day only.Grab it The PERFECT TREND HIT creates   BUY and SELL  perfect trend   arrow signals based on ADX EMA AND RSI And all filters inbuilt with accurate trend entries. Furthermore, the indicator and template display the trend direction, strength, and trade recommendation for independent price charts. ROCK WITH THE TREND Moreover, it shows the final trade recommendation to BUY or SELL with all filters and displays that info
Automated Actual Support Resistance A2SR
Yohana Parmi
4.86 (64)
Indicadores
A. ¿Qué es A2SR ?   * Es un indicador técnico líder (sin repintado, sin retraso). -- 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 para determinar los niveles reales de SR. La técnica original no se tomó de Internet y tampoco
Gold Channel XAUUSD
Paulo Rocha
5 (2)
Indicadores
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
Enigmera
Ivan Stefanov
5 (4)
Indicadores
ENIGMERA: El núcleo del mercado https://www.enigmera.com Introducción Este indicador y sistema de negociación es un enfoque extraordinario de los mercados financieros. ENIGMERA utiliza los ciclos fractales para calcular con precisión los niveles de soporte y resistencia. Muestra la auténtica fase de acumulación y proporciona dirección y objetivos.  Un sistema que funciona tanto si estamos en una tendencia como en una corrección.  ¿Cómo funciona? ENIGMERA consta de tres líneas: la línea de s
All in One Trade
Alexey Minkov
4.48 (27)
Indicadores
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
Smart Order Block Indicator
Aditya Jayswal
5 (5)
Indicadores
Please send me Direct message on MQL5 CHAT after purchasing the Indicator for Training and Installation Support There are some additional files that is important to use with the Indicator . So be sure to contact me after purchasing the Indicator So that I can add you for training and support . If you find any difficulty with installation then send me Direct message here So that I can connect with you via Anydesk or Teamview for the product installation. " Smart Order Block Indicator " to find
Otros productos de este autor
Biwavelet
Ilya Antipin
Indicadores
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
ARIMA Trend Forecaster
Ilya Antipin
Indicadores
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
MultiTrendLines
Ilya Antipin
Indicadores
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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[Eliminado] 2019.10.26 21:38 
 

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Versión 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