The Stochastic Oscillator is a momentum indicator which is used in technical analysis that compares a specific closing price of an stock or index to a range of its prices over a certain period. It helps traders identify overbought and oversold zone, potential trend reversals, and possible bullish or bearish signal.
Key Components of the Stochastic Oscillator:
- %K Line (Fast Stochastic): The main line that represents the current market price of the asset compared to its high-low range over a specific number of periods (mostly 14). It is calculated as per below image:
Where:
- Current Close is the most recent closing price.
- Lowest Low is the lowest price over the specified number of periods.
- Highest High is the highest price over the specified number of periods.
- %D Line (Slow Stochastic): The %D line is a moving average (typically a 3-period SMA) of the %K line, providing a smoother line for better signal confirmation. It is often used to generate trading signals.
Example Calculation:
Assume we have the following data for a 14-day period:
- Highest High = 150
- Lowest Low = 120
- Current Close = 145
The %K line would be calculated as follows:
If we then calculate the %D line (SMA of %K over 3 days), assume the %K values over the last 3 periods are 70, 80, and 83.33:
Trading Strategies Using Stochastic Oscillator:
- Overbought/Oversold Strategy:
-
- Buy when the %K or %D lines fall below 20 (indicating oversold conditions) and cross back above it.
- Sell when the %K or %D lines rise above 80 (indicating overbought conditions) and cross below it.
- Crossover Strategy:
- Buy when the %K line crosses above the %D line in oversold territory.
- Sell when the %K line crosses below the %D line in overbought territory.
One should also consider some other indicators to support a downtrend or uptrend, some of the widely used such indicators are listed below.
1 Golder cross OR Death cross
2 Moving Average Convergence Divergence (MACD)
3 On-Balance Volume (OBV)
4 Bollinger Bands
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