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TwoLines MACD

Descriptions

The MACD series proper was invented by Gerald Appel in the 1970s. Thomas Aspray added the divergence bar graph to the MACD in 1986, as a means to anticipate MACD crossovers, an indicator of important moves in the underlying security.

The following R language code computes the three series of the MACD indicator from a given price series "stockPrices":

  • MACD = [stockPrices,12]EMA - [stockPrices,26]EMA
  • signal = [MACD,9]EMA
  • divergence = MACD – signal

Input Parameters

  • FastEMA:Fast moving average line, the default period is 12.
  • SlowEMA:Slow moving average line, the default period is 26.
  • SignalEMA:The average of MACD, the default period is 9.


Trading interpretation

Exponential moving averages highlight recent changes in a stock's price. By comparing EMAs of different lengths, the MACD series gauges changes in the trend of a stock. The difference between the MACD series and its average is claimed to reveal subtle shifts in the strength and direction of a stock's trend. It may be necessary to correlate the signals with the MACD2 indicators like RSI power.

Some traders attribute special significance to the MACD line crossing the signal line, or the MACD line crossing the zero axis. Significance is also attributed to disagreements between the MACD line or the difference line and the stock price (specifically, higher highs or lower lows on the price series that are not matched in the indicator series).

Signal-line crossover

A "signal-line crossover" occurs when the MACD and average lines cross; that is, when the divergence (the bar graph) changes sign. The standard interpretation of such an event is a recommendation to buy if the MACD line crosses up through the average line (a "bullish" crossover), or to sell if it crosses down through the average line (a "bearish" crossover). These events are taken as indications that the trend in the stock is about to accelerate in the direction of the crossover.

Zero crossover

A "zero crossover" event occurs when the MACD series changes sign, that is, the MACD line crosses the horizontal zero axis. This happens when there is no difference between the fast and slow EMAs of the price series. A change from positive to negative MACD is interpreted as "bearish", and from negative to positive as "bullish". Zero crossovers provide evidence of a change in the direction of a trend but less confirmation of its momentum than a signal line crossover.

Divergence

A "positive divergence" or "bullish divergence" occurs when the price makes a new low but the MACD does not confirm with a new low of its own. A "negative divergence" or "bearish divergence" occurs when the price makes a new high but the MACD does not confirm with a new low of its own. A divergence with respect to price may occur on the MACD line and/or the MACD Histogram.[8]

Timing

The MACD is only as useful as the context in which it is applied. An analyst might apply the MACD to a weekly scale before looking at a daily scale, in order to avoid making short term trades against the direction of the intermediate trend.Analysts will also vary the parameters of the MACD to track trends of varying duration. One popular short-term set-up, for example, is the (5,35,5).

False signals

Like any forecasting algorithm, the MACD can generate false signals. A false positive, for example, would be a bullish crossover followed by a sudden decline in a stock. A false negative would be a situation where there was no bullish crossover, yet the stock accelerated suddenly upwards.

A prudent strategy may be to apply a filter to signal line crossovers to ensure that they have held up. An example of a price filter would be to buy if the MACD line breaks above the signal line and then remains above it for three days. As with any filtering strategy, this reduces the probability of false signals but increases the frequency of missed profit.

Analysts use a variety of approaches to filter out false signals and confirm true ones.

A MACD crossover of the signal line indicates that the direction of the acceleration is changing. The MACD line crossing zero suggests that the average velocity is changing direction.

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Pentagram
Pentagram
Andrey Ziablytsev
Автоматическая разметка графика моделями Пентаграмма. Данная модель основана на Модели Расширения из Тактики Адверза. Предназначена для определения тренда и прогнозирования возможных уровней и целей ценовой коррекции в будущем. Модель описывает развивающийся тренд. Тренд актуален до тех пор пока цена не пересекла линию тренда модели в обратном направлении. Уровни лучей пентаграммы, уровень НР, расстояния 100% и 200% от расстояния между точками 1-4,  уровня HP  есть возможные уровни коррекции или
300 USD
Brilliant Harmonic Patterns
Brilliant Harmonic Patterns
Mohamed Sabry
This indicator is meant for Harmonic Traders, it helps them in identifying the formed patterns by analyzing the market past data, looking for Harmonic Patterns. The Patterns that this indicator can detect are: AB=CD Butterfly Gartely Crab Bat The indicator shows the following: The completed pattern, with the critical zone highlighted in Gray box The suggested 3 take profit levels (in green) The Suggested Stop Loss level (in Red) The formed pattern ratios can be checked by hovering the mouse on t
150 USD
ShvedSupDem Pro Zone
ShvedSupDem Pro Zone
Andrey Shvedov
Let us analyze what supply and demand are, and how relevant the expression "market memory" is. The screenshots show the operation of the SupDem-Pro custom indicator, it is the improved version of my previously created Shved Supply and Demand indicator. In order to create it, I gave up trading for almost 3 years and studied a lot of literature, I have not traded during this time, but only analyzed the behavior of the price in different situations. It took me quite a long time to correctly formula
120 USD
MQTVolume
MQTVolume
Joaquin Gual Moreno
This indicator marks the long or short force of each candle. Green = long. Red = Short Parameters: The periods serve to make the indicator functions faster or slower. We recommend to run faster periods 4-10 or slower periods 12-26. PeriodFast : Numbers of Bars used for the calculations of fast period (Recommended value 4) PeriodSlow : Numbers of Bars used for the calculations of slow period (Recommended value 10)
300 USD
BinaryPin
BinaryPin
Andrey Spiridonov
BinaryPin is an indicator developed and adapted specifically for trading short-term binary options. The indicator's algorithm, before issuing the signal, analyzes many factors, such as market volatility, searches for the PinBar pattern, calculates the probability of success when making a deal. The indicator is set in the usual way. The indicator itself consists of an information window where the name of the trading instrument is displayed, the probability of making a successful transaction, the
300 USD
Pattern Trader No Repaint
Pattern Trader No Repaint
Elmira Memish
Pattern Trader No Repaint Indicator MT5 Version of the indicator:  https://www.mql5.com/en/market/product/57462 Advanced Chart Patterns Tracker MT4:  https://www.mql5.com/en/market/product/68550 I ndicator searches for 123 Pattern, 1234 Pattern, Double Top, Double Bottom Patterns , Head and Shoulders, Inverse Head and Shoulders and ZigZag 1.618 Pattern. Pattern Trader indicator uses Zig Zag Indicator and Improved Fractals to determine the patterns. Targets and Stop Loss Levels are defined
220 USD
Gann Dynamic Square
Gann Dynamic Square
Naveen Saroha
INTRODUCING WORLD'S FIRST MT4 & MT5  Gann Dynamic Square, Circle and Equilateral Triangle  To Analyze Market Geometric Relationship. Gann Dynamic Square  has some of the most impressive features you will ever find in Gann & Geometric Analysis world. The Gann Dynamic Square is a tool to draw offset Square,Equilateral Triangle & Circle. Most charting software or MT4/MT5 market indicators don't have these features. You will be able draw your Geometric shapes like a professional geometric analy
293 USD
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AmazingForex
AmazingForex
Xianba Xia
Introduction Amazing Forex (MetaTrader indicator) — is a cyclical oscillator created by calculating the stochastic over stochastic over a MACD line using cycles. The result is the improved version of the oscillator that isn't choppy during the trends and reacts to the changes very fast. It was developed by Doug Schaff, who assumed that the currency trends accelerate and decelerate in cycles. Its algorithm was made public in 2008. Schaff Trend Cycle tries to combine two different methods of deter
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Weekly Breakout Expert Advisor
Weekly Breakout Expert Advisor
Xianba Xia
Weekly Breakout Forex Expert Advisor  trades in the direction of a breakout from a previous week's range. It uses the Low of the previous week as the stop loss for its buy orders, and it uses High of the previous week as the stop loss level for its sell orders. If the new week starts within the previous week's trading range, the EA uses two pending stop orders to implement its strategy. They will expire at the end of the week if not triggered. If the week starts outside the previous week's range
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Heiken Ashi Naive
Heiken Ashi Naive
Xianba Xia
Introduction Heiken Ashi Naive is a MetaTrader Expert Advisor based on Heiken Ashi charting system through the platform's standard indicator by the same name. The employed trading system is naive in a way that it interprets only two latest Heiken Ashi candles and does not apply any complex pattern analysis. The only trick is that the Expert Advisor trades against the supposed trend direction, confirmed by current Heiken Ashi setup. Its biggest advantage is that it has no input parameters to opti
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Broker Scalp
Broker Scalp
Xianba Xia
Broker Scalp Trade strategy is one of the most popular fundamental Forex trading strategies. It is used not only by the common retail traders but also by the big hedge funds. The main principle of the carry trade strategies is to buy currency with a high interest rate and sell one with a low interest rate. Such setup offers profit not only from the currency pair's fluctuations but also from the interest rate difference (overnight interest rate).  This strategy should only be applied under the no
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Trend Indicators
Trend Indicators
Xianba Xia
This indicator does exactly what its name is telling you. It shows where the trend begins, where it ends and where there is no trend at all. It's based on standard MetaTrader ADX (Average Direction Movement Index) indicators and works quite fast. Trend Indicators displays itself in the main chart window. Available for MetaTrader 4 and MetaTrader 5 platforms. Input parameters period (default = 5) — period of the ADX indicator. Warning You should be warned that this indicator redraws the curre
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Third Generation Moving Average
Third Generation Moving Average
Xianba Xia
Description 3rd Generation Moving Average MetaTrader indicator - is an advanced version of the standard moving average (MA), which implements a rather simple lag-reducing procedure based on the longer MA period. The method was first described by M. Duerschner in his article Gleitende Durchschnitte 3.0 (in German). The presented version uses λ = 2, which provides the best possible lag-reducing. Higher λ increases similarity with the classic moving average. The indicator is available for both MT4
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Aroon Up and Down
Aroon Up and Down
Xianba Xia
Aroon Up & Down MetaTrader indicator - detecting the local tops and bottoms of the chart it was applied to, this indicator provides the signals for buying and selling the currency pairs when they rise up from the bottom and fall from the top. The cross of the indicator lines provide a good signal to take the profit or to exit with a minimum loss. This indicator can send sound and e-mail alerts on the cross. It is available in both MetaTrader 4 and MetaTrader 5 versions. Input parameters: Aroon
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USDX For MT4
USDX For MT4
Xianba Xia
USDX (MetaTrader indicator)  — calculates the dollar index (USDX or DXY) using the EUR/USD, USD/JPY, GBP/USD, USD/CAD, USD/CHF and USD/SEK currency pairs. The formula used for calculation is the following: USDX = 50.14348112 × EURUSD -0.576  × USDJPY 0.136  × GBPUSD -0.119  × USDCAD 0.091  × USDSEK 0.042  × USDCHF 0.036 The resulting indicator resembles USDX — a dollar index traded on ICE. The index was introduced in 1973 at an initial value of 100. The rules for its calculation were updated onl
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PersistentAnti
PersistentAnti
Xianba Xia
Persistence and Anti-Persistence PersistentAnti Forex expert advisor  explores the idea of trend persistency. It is believed that the Forex market charts may switch between persistent and anti-persistent modes. In a persistent mode, the established trend is likely to continue. In an anti-persistent mode, a positive change is likely to be followed by a negative one, and a negative change will probably be followed by a positive one. Obviously, such a property, when detected, can be of great help t
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Trade Assistant
Trade Assistant
Xianba Xia
Trade Assistant MetaTrader indicator - a multi-timeframe indicator that is based on three standard indicators: Stochastic, RSI (Relative Strength Index) and CCI (Commodity Channel Index). It displays current trend directions for M5, M15, M30, H1, H4 and D1. When you follow such an indicator you have the clear picture of the trends in all important timeframes. It doesn't matter to what timeframe chart you attach this indicator. It's also not recommended to change any input parameters. The indicat
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Martingale Trading System
Martingale Trading System
Xianba Xia
Martingale trading system - is based on the popular betting (gambling) system of the 18th century France. The main principle of this system is to double the bet each time you lose so that if you win (considering a 100% bet win/loss each time) you recover a previous loss and will also gain the first bet amount. If one had an infinite amount of money, this strategy would be a sure-fire thing as with the infinite amount of bets the necessary result will with probability 1 eventually come. The probl
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Martingale
Martingale
Xianba Xia
Introduction A martingale is any of a class of betting strategies that originated from and were popular in 18th century France. The simplest of these strategies was designed for a game in which the gambler wins his stake if a coin comes up heads and loses it if the coin comes up tails. The strategy had the gambler double his bet after every loss, so that the first win would recover all previous losses plus win a profit equal to the original stake. The martingale strategy has been applied to roul
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HistoryRecordAnalysis
HistoryRecordAnalysis
Xianba Xia
This is a good tool for the analysis of transaction history records in Forex platform, and it can display the history of transactions recorded on the chart, while the time and the price are displayed in the form of a two-dimensional graph. It is convenient for the traders analyzing transaction records of others, or summarizing their own ones in order to improve the level of trading in the Forex market. Instructions Buy Orders: Opening position is a red box, the box values are opening prices; c
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BreakOut indicator
BreakOut indicator
Xianba Xia
BreakOut (MetaTrader indicator) — indicates the distance of the current price (Close or High/Low) from breaking out of the recently set support or resistance levels, which are detected using local minimums and maximums. Input parameters L  (default = 50) — period of the indicator. The higher is the value the less breakouts are signaled but the better their quality. PriceType  (default = 1) — type of price to be used in calculations. In theory, Close is better for daily/weekly timeframes, High/
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Overlap
Overlap
Xianba Xia
Introduction We always need to compare two currency pairs trend many times and to find what is the relationship? Is inversely proportional relationship or relationship, or nothing, of course, the most direct way is to put the two currencies in comparison with in the same chart, this is the original intention of the development of this indicator. Now is the time for the technology to achieve as below. Parameters SubSymbol - The currency need to add for comparison. BullBarColor - The color of the
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SmartTime
SmartTime
Xianba Xia
Introduction Smarttime is an intelligent trading system, in extremely bad market it can maintain a stable profit. It will automatically identifies at what time the transaction should be done and at what time you can not trade. When some major data release, the system will automatically close the transaction, such as NFP time, ADP data released time, intelligent system at that time will not trade. In other times, such as the European trading time, trading hours of the American segment, SmartTime
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MagicUpDown
MagicUpDown
Xianba Xia
Magic Up Down (MetaTrader indicator) — will show you where the CCI cross with the zero occur (marking it with the red or blue arrow) to help you decide whether to go short or long. It has a minimal lag and a relatively high accuracy. This simple indicator is a good choice for those traders that prefer to keep it simple and hate complex indicators. The indicator is available in MT4 and MT5 versions. Parameters As you can see, this indicator gives direct signals for buy (blue arrow pointing up)
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Morgan
Morgan
Xianba Xia
Morgan EA is not an automated trading robot. It has no trading strategy implemented inside. The only purpose of this expert advisor is to execute trades via pending orders based on some chart objects: trend lines, horizontal lines or equidistant channels. In addition to straightforward execution of breakout trades, it is also able to execute a pull-back trade with this EA if you have missed the breakout point for some reason. The main advantage of Morgan is its ability to set and adjust pending
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Rhino
Rhino
Xianba Xia
Rhino Forex is a very complicated Expert Advisor. It uses many standard MetaTrader 4 indicators (like moving averages and envelopes) to determine the position entry and exit points as well as position parameters. This EA has many input parameters and internally stored data sets for each of the five currency pairs it can be used to trade with. The abundance of the indicators and conditional checks make Rhino EA a little slower for CPU to process. Warning! The latest backtest of this EA on the per
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ThreeKLines
ThreeKLines
Xianba Xia
Outline A strategy based on K-line shape requires only three K-lines. Grasping opportunities quickly when the market is emotional can not only get into the market as soon as possible, but also make great profits. Understand the market through three K-lines. Parameter Lots: The basic position at the time of placing an order is 0.1 by default. SlipPage: Consider the impact of sliding points in trading,Default 3 base points.
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Third Generation Moving Average For MQL5
Third Generation Moving Average For MQL5
Xianba Xia
Description 3rd Generation Moving Average MetaTrader indicator - is an advanced version of the standard moving average (MA), which implements a rather simple lag-reducing procedure based on the longer MA period. The method was first described by M. Duerschner in his article Gleitende Durchschnitte 3.0 (in German). The presented version uses λ = 2, which provides the best possible lag-reducing. Higher λ increases similarity with the classic moving average. The indicator is available for both MT4
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Spike Trader
Spike Trader
Xianba Xia
Spike Trader Forex Expert Advisor is based on the idea of spike bars preceding movement in the opposite direction to the spike. This EA was inspired by the trading strategy described in May 2012 issue of  Currency Trader  magazine. The spike is defined as a bar that is higher than previous  BarsNumber  bars, higher than previous bar by  PercentageDifference  and that closed in the lower  ThirdOrHalf  part of its length. For bullish signal, everything is inverted. The position is kept open until 
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SuperMacd
SuperMacd
Xianba Xia
The Chinese index called MACD trend, belongs to the kind of index, which is composed of five parts including the long-term average MACD, short line DIF, red energy column (bull), green energy column (short), O axis (straddle the line). It uses the short-term moving average DIF and long-term line MACD cross as a signal. The cross signal generated by the MACD index is relatively slow, and it is better to use the corresponding trading strategy. Indicator parameters MaFast - Fast exponential movin
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BreakoutTrend
BreakoutTrend
Xianba Xia
Breakout Trend Forex expert advisor   trades in the direction of a breakout from a previous eight-hours' range. It uses the Low of the previous eight-hours  as the stop-loss for its buy orders, and it uses High of the previous eight-hours  as the stop-loss level for its sell orders. If the new hours starts within the previous eight-hours' trading range, the EA uses two pending stop orders to implement its strategy. They will expire at the end of the hours if not triggered. If the hours starts o
150 USD
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