What is MACD? [Combining Exponential Moving Averages (EMA)]

The MACD indicator (Moving Average Convergence Divergence) is a trend-following indicator used across all financial markets, including Forex Market and crypto markets.

This indicator identifies the overall trend, divergence, and convergence of price using two moving averages.

The settings of the MACD are customizable, allowing it to be used effectively in both short-term and long-term trades.

What is MACD?
MACD (Moving Average Convergence Divergence) Indicator

What is MACD?

The MACD (Moving Average Convergence Divergence) Indicator is designed based on the difference between two exponential moving averages (EMA) to measure price momentum.

This indicator issues signals in various ways, which are widely used in the technical analysis of MACD indicator trading strategies.

Types of MACD Indicators

Numerous indicators have been developed based on the MACD, mostly enhanced, smart, or combined versions. These indicators typically aim to:

  • Increase signal accuracy
  • Filter out noise
  • Automatically detect divergences
  • Combine MACD with other tools

Among combined tools, we can refer to the MACD, RSI, and AO Divergence Combination Indicator within the TradingFinder (TFLAB) indicator set:

Advantages and Disadvantages of MACD

Since the MACD indicator relies on historical market data, there is a delay in its signals; however, the combination of two EMAs offers insights not easily seen in simple chart analysis. Pros and cons of the MACD:

Disadvantages

Advantages

Signal delay

Strong trend identification

High signal noise

Combination of multiple tools

Requires additional confirmation

Divergence detection

Dependent on settings

Simplicity in analysis

Inefficiency in low-momentum trends

Suitable for all markets

Components of MACD

The MACD consists of three main components, and their movements combined are used to analyze price momentum and trend:

  • MACD Line
  • Signal Line
  • Histogram
Components of MACD Indicator
Visual representation of MACD components

MACD Line

The MACD Line is the difference between two exponential moving averages (EMA). It shows momentum changes.

When the MACD Line moves upwards, momentum is bullish; when it moves downwards, momentum is bearish.

The first sign of weakness or momentum shift is the change in the direction of the MACD Line; its slope indicates the strength or weakness of the momentum.

Signal Line

The Signal Line is a 9-period EMA of the MACD Line, which helps smooth out MACD noise and reduces false signals.

The angle and distance between the two lines represent price momentum. Their crossover is one of the most widely used MACD indicator signals.

Histogram

The Histogram of the MACD is the difference between the MACD Line and the Signal Line, displayed as vertical bars on the chart.

Its purpose is to show the strength and direction of momentum.

When the histogram bars move positive, the momentum is bullish; when they move negative, momentum is bearish. The longer the bars, the stronger the momentum.

MACD Settings

The default MACD indicator settings are suitable for long-term trading and analyzing general price trends and momentum.

For short-term and medium-term trading, adjustments are necessary:

Feature

Signal Line Settings

MACD Line Settings

Suitable Timeframes

Trading Style

High Sensitivity

EMA (5)

(5,13,16)

1 to 15 minutes

Short-term trading

Reduced False Signals

EMA (5)

(5,21,8)

15 minutes to 1 hour

Medium-term trading

High Signal Validity

EMA (9)

(9,26,12)

4H to Daily

Long-term trading

Example of MACD Working Properly in Trading

In the 1-hour Nasdaq index (US100) chart, the price forms a lower high, but the indicator forms a higher high.

The MACD indicator lines also form a higher high, confirming divergence. The MACD Line crossing the Signal Line downward provides the final confirmation for a price drop, and the price eventually falls.

MACD Performance Example
Example of proper MACD functioning in trading

Comparison of MACD and RSI Indicators

The MACD is a hybrid trend-following and oscillator indicator, while the RSI is a pure oscillator that measures the relative strength of price movements.

The table below offers a full comparison:

Feature

MACD Indicator

RSI Indicator

Type

Trend + Momentum

Momentum Oscillator

Oscillation Range

No fixed range

0 to 100 (typically 70/30)

Main Signals

Crossovers/Divergence

Overbought/Oversold

Performance in Trends

Stronger in trending markets

Better in ranging markets

Delay

More, due to moving averages

Less delay

Default Settings

(12, 26, 9)

14 periods

Strengths

Identifying trend starts and ends, histogram combination

Detecting overbought/oversold easily

Weaknesses

False signals in ranging markets, need for confirmation

False signals in strong trends, noise in lower timeframes

Combination Capability

Compatible with other technical tools

Compatible with other technical tools

Conclusion

Momentum analysis in the MACD indicator is based on the behavior of the MACD Line, Signal Line, and Histogram, especially when they form a valid divergence structure.

This indicator can be used in long-term, medium-term, and short-term trades with different settings.

In low-momentum markets, relying solely on MACD may lead to errors; combining indicators like MACD + RSI + AO is better under such conditions. 

FAQs

What type of indicator is MACD?

MACD is a hybrid indicator with characteristics of both trend-following and oscillators.

What are the components of MACD?

It consists of three main parts: MACD Line, Signal Line, and Histogram.

What is the main purpose of the Signal Line?

It smoothens the MACD Line by applying a 9-period EMA, reducing noise and filtering signals.

What does a positive histogram value mean?

This means the MACD Line is above the Signal Line, indicating bullish momentum.

Can MACD settings be changed?

Yes, depending on the timeframe and trading style, MACD settings are adjustable.

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