ZEUS Bullish MACD Setup - High Accuracy of Winning TradesOur MACD Setup is created to reveal winning entry points for a trade with high accuracy.
In our MACD Setup we combine multiple conditions to recognize only strong entry points.
Multiple factors need to be met in confluence:
1. Recognize the Trend = Bullish / Bearish Trend (50 EMA is Above / Below 200 EMA)
2. There is a MACD Cross = Bullish / Bearish MACD Cross (MACD Cross is Below / Above Zero Horizontal Line)
3. Avoid False Signals in a Sideways Markets = MACD Cross far from horizontal zero “0” line
4. Filter only Strong Trend Situations = Candle Close above/below 200 EMA
5. Avoid Extreme Values in RSI = check if there is way to go before we get oversold/overbought
6. Our Algorithm Filters Signals in Side Trend and Low Volume Markets
Let´s explain the conditions step by step
1. Recognize the Trend
Exponential Moving Average (EMA) is one of the most effective trend identification indicator. Traders like it because of it its simplicity.
EMA is usually used in combination between 200 days (as a slow indicator) and 50 days (as fast indicator of the trend).
Bullish Trend = EMA 50 is Above EMA 200
Bearish Trend = EMA 50 is Below EMA 200
2. There is a MACD Cross
After we recognized the Trend (Bullish Trend in our case) we would like to trade with the trend so we are looking for Bullish MACD Cross.
Bullish MACD Cross is Below Zero Horizontal Line
3. Avoid False Signals in a Sideways Markets
So we found Bullish MACD Cross and now we want to be sure that the Cross far away from the Zero Horizontal Line.
Our algorithm filters crosses and shows only signals with decent distance form Zero Horizontal Line.
4. Filter only Strong Trend Situations
Once we have met the first three criteria (Bullish Trend and Bullish MACD Cross far from Zero Horizontal Line) we need confirmation that the market is still strong and is moving forward in an uptrend.
So we look at price action and there need to be Candle Close Above EMA 200 . Closing about EMA 200 indicates continuation of the trend.
5. Avoid Extreme Values in RSI
The other condition is based on RSI and we are looking only for situations where RSI is not overheated so there is a way for trend continuations.
In our case RSI was in the middle values so we can expect market to continue its uptrend.
6. Our Algorithm Filters Signals in Side Trend and Low Volume Markets
We have developed our own Algorithm which filters signals in low volume markets and side trend.
Macdsignal
MACD: Everything You Need To Know!The MACD indicator consists of three parts: the MACD line, the signal line, and the histogram. The MACD line is calculated by subtracting the 26-period exponential moving average (EMA) from the 12-period EMA. The signal line is a 9-period EMA of the MACD line, and the histogram represents the difference between the MACD line and the signal line.
Let's break this down a little further. The MACD line is a measure of the difference between the 12-period and 26-period EMAs. When the 12-period EMA is above the 26-period EMA, the MACD line will be positive. When the 12-period EMA is below the 26-period EMA, the MACD line will be negative.
When the MACD line crosses above the signal line, it's considered a bullish signal. This indicates that the trend is likely to continue upward. Conversely, when the MACD line crosses below the signal line, it's considered a bearish signal, indicating that the trend is likely to continue downward.
One of the most popular ways to use the MACD indicator is by looking for crossovers between the MACD line and the signal line. When the MACD line crosses above the signal line, it's considered a bullish signal, indicating that the trend is likely to continue upward. Conversely, when the MACD line crosses below the signal line, it's considered a bearish signal, indicating that the trend is likely to continue downward.
But using MACD isn't just about looking for crossovers. There are several other ways to use the indicator to make informed trading decisions. For example, you can use the MACD histogram to identify divergences between price and the MACD indicator, which can signal a potential trend reversal.
The MACD explained ! All you need to know about it Hello everyone, as we all know the market action discounts everything :)
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In this video, I am gonna explain what is the MACD and how to use it and how to identify buy and sell signals using this indicator.
So what is the MACD, The MACD is a trend-following momentum indicator (so a momentum indicator is a technical analysis tool that allows us to determine the strength or weakness of a stock's price movement )
There are a lot of people that use the MACD when they analyze charts because it's very simple and it's very good but I always say never just use 1 indicator to analyze a chart, always try to use at least 3 this way u can make sure that the result is more accurate and the market most likely to move as u analyzed.
let's look at the theory behind the MACD before looking at a real-life example and how to identify buy and sell signals using this indicator :
The typical settings for the MACD are 12 26 and 9.
The MACD consist of 4 parts :
1) Zero line
2) MACD line
3) Signal line
4) Histogram
We start off with our zero line and this is where the MACD line and the signal line move around and basically so if the MACD is trading above the 0 line then it's bullish and if it's under then it's bearish.
Then we have the MACD line and it comes from the 12 26 section, and it gets calculated by subtracting the 26 EMA of the price out of the 12 day EMA of the price.
And after that we have a second line that gets plotted from the 9 section so basically, it’s a moving average for the MACD line so it tries to smooth the MACD line and give us some signals and it's called the signal line.(it's called a signal line because that's where we get our buy and sell signals from)
So on top of that, we have another part in this indicator which is called the histogram. So this histogram job is to show how close these lines will crossover, so when the distance between the MACD line and the signal line is far the histogram gets bigger and bigger.
So how do we use this indicator :
1) Crossovers between the MACD line and the Signal line.
* When the MACD line crosses above the Signal line then its a buy signal (Bullish Crossover)
* When the MACD line crosses below the Signal line then its a sell signal (Bearish Crossover)
2) The Histogram .
A lot of people use histograms as a way to predict when a reversal will occur.
We know that the MACD is a momentum indicator so it can show us when sell pressure is low. And that means it might be a good time to buy. And It can tell you when your long position is about to run out of steam and when you should exit.
3) Divergences between the MACD and the Market Price .
A Divergence means that the indicator is not moving in sync with the Market Price and a Reversal could happen (Note that Reversal trading is risky so please calculate your risks before using this Strategy)
always remember that :
Bullish divergence is when the Market price is going down but the MACD is going up.
Bearish divergence is when the Market Price is going up but the MACD is going down.
I hope I’ve made the MACD easy for you to understand and please ask if you have any questions .
Hit that like if you found this helpful and check out my other video about the Moving Average, Stochastic oscillator, The Dow Jones Theory, How To Trade Breakouts and The RSI. links will be bellow
Evolution of MACDMoving Average Convergence Divergence – MACD
The most popular indicator used in technical analysis, the moving average convergence divergence (MACD), created by Gerald Appel. MACD is a trend-following momentum indicator, designed to reveal changes in the strength, direction, momentum, and duration of a trend in a financial instrument’s price
Historical evolution of MACD,
- Gerald Appel created the MACD line,
- Thomas Aspray added the histogram feature to MACD
- Giorgos E. Siligardos created a leader of MACD
MACD employs two Moving Averages of varying lengths (which are lagging indicators) to identify trend direction and duration. Then, MACD takes the difference in values between those two Moving Averages (MACD Line) and an EMA of those Moving Averages (Signal Line) and plots that difference between the two lines as a histogram which oscillates above and below a center Zero Line. The histogram is used as a good indication of a security's momentum.
Mathematically expressed as;
macd = ma(source, fast_length) – ma(source, slow_length)
signal = ma(macd, signal_length)
histogram = macd – signal
where exponential moving average (ema) is in common use as a moving average (ma)
fast_length = 12
slow_length = 26
signal_length = 9
The MACD indicator is typically good for identifying three types of basic signals;
Signal Line Crossovers
A Signal Line Crossover is the most common signal produced by the MACD. On the occasions where the MACD Line crosses above or below the Signal Line, that can signify a potentially strong move. The standard interpretation of such an event is a recommendation to buy if the MACD line crosses up through the Signal Line (a "bullish" crossover), or to sell if it crosses down through the Signal Line (a "bearish" crossover). These events are taken as indications that the trend in the financial instrument is about to accelerate in the direction of the crossover.
Zero Line Crossovers
Zero Line Crossovers occur when the MACD Line crossed the Zero Line and either becomes positive (above 0) or negative (below 0). 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
Divergence is another signal created by the MACD. Simply, divergence occurs when the MACD and actual price are not in agreement. 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 high of its own. A divergence with respect to price may occur on the MACD line and/or the MACD Histogram
Moving Average Crossovers , another hidden signal that MACD Indicator identifies
Many traders will watch for a short-term moving average to cross above a longer-term moving average and use this to signal increasing upward momentum. This bullish crossover suggests that the price has recently been rising at a faster rate than it has in the past, so it is a common technical buy sign. Conversely, a short-term moving average crossing below a longer-term average is used to illustrate that the asset's price has been moving downward at a faster rate and that it may be a good time to sell.
Moving Average Crossovers in reality is Zero Line Crossovers, the value of the MACD indicator is equal to zero each time the two moving averages cross over each other. For easy interpretation by trades, Zero Line Crossovers are simply described as positive or negative MACD
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 financial instrument. A false negative would be a situation where there is bearish crossover, yet the financial instrument accelerated suddenly upwards
What is “MACD-X” and Why it is “More Than MACD”
In its simples form, MACD-X implements variety of different calculation techniques applied to obtain MACD Line, ability to use of variety of different sources, including Volume related sources, and can be plotted along with MACD in the same window and all those features are available and presented within a single indicator, MACD-X
Different calculation techniques lead to different values for MACD Line, as will further discuss below, and as a consequence the signal line and the histogram values will differentiate accordingly. Mathematical calculation of both signal line and the histogram remain the same.
Main features of MACD-X ;
1- Introduces different proven techniques applied on MACD calculation, such as MACD-Histogram, MACD-Leader and MACD-Source, besides the traditional MACD (MACD-TRADITIONAL)
• MACD-Traditional, by Gerald Appel
It is the MACD that we know, stated as traditional just to avoid confusion with other techniques used with this study
• MACD-Histogram, by Thomas Aspray
The MACD-Histogram measures the distance between MACD and its signal line (the 9-day EMA of MACD). Aspray developed the MACD-Histogram to anticipate signal line crossovers in MACD. Because MACD uses moving averages and moving averages lag price, signal line crossovers can come late and affect the reward-to-risk ratio of a trade. Bullish or bearish divergences in the MACD-Histogram can alert chartists to an imminent signal line crossover in MACD
The MACD-Histogram represents the difference between MACD and its 9-day EMA, the signal line. Mathematically,
macdx = macd - ma(macd, signal_length)
Aspray's contribution served as a way to anticipate (and therefore cut down on lag) possible MACD crossovers which are a fundamental part of the indicator.
Here come a question, what if repeat the same calculations once more (macdh2 = macdh - ma(macdh, signal_length), will it be even better, this question will remain to be tested
• MACD-Leader, by Giorgos E. Siligardos, PhD
MACD Leader has the ability to lead MACD at critical situations. Almost all smoothing methods encounter in technical analysis are based on a relative-weighted sum of past prices, and the Leader is no exception. The concealed weights of MACD Leader are such that more relative weight is used in the more recent prices than the respective weights used by the components of MACD. In effect, the Leader expresses more changes in average price dynamics for the recent price movement than MACD, thus eventually leading MACD, especially when significant trend changes are about to take place.
Siligardos creates two less-laggard moving averages indicators in its formula using the same periods as follows
Indicator1 = ma(source, fast_length) + ma(source - ma(source, fast_length), fast_length)
Indicator2 = ma(source, slow_length) + ma(source - ma(source, slow_length), slow_length)
and then take the difference:
Indicator1 - Indicator2
The result is a new MACD Leader indicator
macdx = macd + ma(source - fast_ma, fast_length) - ma(source - slow_ma, slow_length)
• MACD-Source, a custom experimental interpretation of mine,
MACD Source, presents an application of MACD that evaluates Source/MA Ratio, relatively with less lag, as a basis for MACD Line, also can be expressed as source convergence/divergence to its moving average. Among the various techniques for removing the lag between price and moving average (MA) of the price, one in particular stands out: the addition to the moving average of a portion of the difference between the price and MA. MACD Source, is based on signal length mean of the difference between Source and average value of shot length and long length moving average of the source (Source/MA Ratio), where the source is actual value and hence no lag and relatively less lag with the average value of moving average of the source . Mathematically expressed as,
macdx = ma(source - avg( ma(source, fast_length), ma(source, slow_length) ), signal_length)
MACD Source provides relatively early crossovers comparing to MACD and better momentum direction indications, assuming the lengths are set to same values
For further details, you are invited to check the following two studies, where the first seeds were sown of the MACD-Source idea
Price Distance to its Moving Averages study, adapts the idea of “Prices high above the moving average (MA) or low below it are likely to be remedied in the future by a reverse price movement", presented in an article by Denis Alajbeg, Zoran Bubas and Dina Vasic published in International Journal of Economics, Commerce and Management
First MACD like interpretation comes with the second study named as “P-MACD”, where P stands for price, P-MACD study attempts to display relationship between Price and its 20 and 200-period moving average. Calculations with P-MACD were based on price distance (convergence/divergence) to its 200-period moving average, and moving average convergence/divergence of 20-period moving average to 200-period moving average of price.
Now as explained above, MACD Source is a one adapted with traditional MACD, where Source stands for Price, Volume Indicator etc, any source applicable with MACD concept
2- Allows usage of variety of different sources, including Volume related indicators
The most common usage of Source for MACD calculation is close value of the financial instruments price. As an experimental approach, this study will allow source to be selected as one of the following series;
• Current Close Price (close)
• Average of High, Low, and Close Price (hlc3)
• On Balance Volume (obv)
• Accumulation Distribution (accdist)
• Price Volume Trend (pvt)
Where,
-Current Close Price and Average of High, Low, and Close Price are price actions of the financial instrument
-Accumulation Distribution is a volume based indicator designed to measure underlying supply and demand
-On Balance Volume (OBV), is a momentum indicator that measures positive and negative volume flow
-Price Volume Trend (PVT) is a momentum based indicator used to measure money flow
3- Can be plotted along with MACD in the same window using the same scaling
Default setting of MACD-X will display MACD-Source with Current Close Price as a source and traditional MACD can be plotted eighter as a companion of MACD-X or can be selected to be plotted alone.
Applying both will add ability to compare, or use as a confirmation of one other
In case, traditional MACD Is plotted along with MACD-X to avoid misinterpreting, the lines plotted, the area between MACD-X Line and Signal-X Line is highlighted automatically, even if the highlight option not selected. Otherwise highlight will be applied only if that option selected
4- 4C Histogram
Histogram is plotted with four colors to emphasize the momentum and direction
5- Customizable
Additional to ability of selecting Calculation Method, Source, plotting along with MACD, there are few other option that allows users to customize the MACD-X indicator
Lengths are configurable, default values are set as 12, 26, 9 respectively for fast, slow and smoothing length. Setting lengths to 8,21,5 respectively Is worth checking, slower length moving averages will lead to less lag and earlier reaction to price actions but yet requires a caution and back testing before applying
Highlight the area between MACD-X Line and Signal-X Line, with colors emphasising the direction
Label can be added to display Calculation Method, Source and Length settings, the aim of this label is to server only as a reminder to trades to be aware of settings while they are occupied with charts, analysis etc.
Here comes another question, which is of more importance having the reminder or having the indicators with multi timeframe feature? Build-in Multi Time Frame features of Pine is not supported when labels and lines introduced in the script, there are other methods but brings complexity. To be studied further, this version will be with labels for time being.
EPILOGUE
MACD-X is an alternative variant of MACD, the insight/signals provided by MACD are also applicable to MACD-X with early and clear warnings for the changes in the trend.
If MACD is essential to your analysis, then it is my guess that after using the MACD-X for a while and familiarizing yourself with its unique character and personality, you will make it an inseparable companion to other indicators in your charts.
The various signals generated by MACD/MACD-X are easily interpreted and very few indicators in technical analysis have proved to be more reliable than the MACD, and this relatively simple indicator can quickly be incorporated into any short-term trading strategy