Meaning, Formula & Uasge of Stochastic Oscillator| HDFC Securities (2024)

  • HDFC securities
  • 27 Jan 2023
  • Knowledge Centre

Meaning, Formula & Uasge of Stochastic Oscillator| HDFC Securities (1)


Traders use multiple technical indicators to identify potential market movements. These indicators help analyze trends on the price charts, anticipate changes in the stock prices, and make predictions about future direction.

Technical indicators are of two types – Overlays and Oscillators. Overlays are plotted on top of the prices on a chart. Oscillators are plotted above or below a price chart and oscillate between a local minimum and maximum. In this article, we will learn about Stochastic Oscillator, an indicator that has been around for a while and has a relatively accurate track record.

What is the Stochastic Oscillator?

George Lane developed the Stochastic Oscillator in the 1950s. This indicator is a type of momentum oscillator used to identify when a stock is in an overbought zone or oversold zone. Stochastic measures the relationship between the closing price and the price range of high and low prices of a particular stock over a period of time.

Many traders and investors prefer using the Stochastic Indicator because it is easy to understand and has a track record of providing accurate signals.

Formula of the Stochastic Oscillator

The basic principle of Stochastics is that the closing price of a stock in an uptrend will be near the day’s high and in the case of a stock being in a downtrend, the closing price of the stock will be near the day’s low. The price range and the closing price are two important factors in understanding the Stochastic Indicator.

When it comes to selecting the time period of the price data, 14 is the most common period in different timeframes like 14 days, weeks or months.

The Stochastic Oscillator has 2 lines known as the K line and the D line.

%K = 100 x CP- L14/H14-L14

In the above formula,

CP = Closing price of the most recent session

L14 = The lowest traded price in the last 14 trading sessions

H14 = The highest traded price in the last 14 trading sessions

D = 100(H3/L3)

H3 = The highest traded price in the last 3 trading sessions

L3 = The lowest traded price in the last 3 trading sessions

Trading with the Stochastic Indicator

The Stochastic Oscillator moves within a range of 0-100. If the K and D lines are above 80, the stock price is said to be in overbought territory whereas if the lines are below 20, the stock price is considered oversold.

Traders should focus on the D line since it is the faster-moving line of the two. If this line is above 80, it can be taken as a signal to sell. Similarly, if the line is below 20, It can be considered as a buy signal. A divergence occurs when the price and the indicator move in opposite directions. Traders can use divergences and other indicators in order to formulate a Stochastic Oscillator Strategy.

Any trader or investor should not solely rely on a single indicator and it is important to consider several other factors and manage your risk while trading or investing.

Meaning, Formula & Uasge of Stochastic Oscillator| HDFC Securities (2024)

FAQs

Meaning, Formula & Uasge of Stochastic Oscillator| HDFC Securities? ›

The Stochastic Oscillator has 2 lines known as the K line and the D line. The Stochastic Oscillator moves within a range of 0-100. If the K and D lines are above 80, the stock price is said to be in overbought territory whereas if the lines are below 20, the stock price is considered oversold.

What is the formula for the Stochastic Oscillator? ›

Stochastic Oscillator Calculation

The stochastic oscillator is calculated using the following formulas: %K = (Closing Price - Lowest Price in n Periods) / (Highest Price in n Periods - Lowest Price in n Periods) * 100.

What does a Stochastic Oscillator tell you? ›

Stochastic oscillators measure the momentum of an asset's price to determine trends and predict reversals. Stochastic oscillators measure recent prices on a scale of 0 to 100, with measurements above 80 indicating that an asset is overbought and measurements below 20 indicating that it is oversold.

What is the best setting for a Stochastic Oscillator? ›

To analyze volatile charts, traders prefer to use stochastic oscillators with settings 8.3. 3 or even 14.3. 3, which give fewer false signals.

How do you trade with a Stochastic Oscillator? ›

Using the stochastic oscillator
  1. Buy into the momentum.
  2. Sell into the overbought signal.
  3. Hedge a long exposure (e.g., buy a put option contract on the stock)
  4. Ignore the signal.

What is the best indicator with Stochastic Oscillator? ›

Combining the stochastic oscillator with other technical indicators can help you confirm the signals you receive. Some of the best technical indicators to pair with stochastic are moving average crossovers, moving average convergence divergence (MACD), and relative strength index (RSI).

What do k and d mean in stochastic? ›

For a stochastic oscillator, %K is the current price of the security, shown as a percentage of the difference between its highest and lowest point over the time the oscillator is being used. %D is a 3-day average of %K. This shows whether the current trend is continuing or changing.

Which indicator is better RSI or stochastic? ›

Relative strength index was designed to measure the speed of price movements. The stochastic oscillator formula works best when the market is trading in consistent ranges. RSI is generally more useful in trending markets and stochastics are more useful in sideways or choppy markets. The Trader's Journal.

Which indicator is better MACD or stochastic? ›

Stochastic and MACD indicators are therefore good tools for technical analysis and interpreting price trends. Taken separately, the MACD seems superior to Stochastics, which gives false signals over short periods of time in an intraday strategy, where the MACD is much more accurate.

What is the 5 3 3 stochastic setting? ›

The responsive 5-3-3 setting will flip buy and sell cycles frequently, often without the lines reaching overbought or oversold levels. The mid-range 21-7-7 setting will look back at a longer period but keeps smoothing at relatively low levels.

What is the meaning of stochastic 14-3-3? ›

Stochastic 14 3 3 meaning: STOCH 14 3 3 is a range-bound oscillator consisting of two lines that move between 0 and 100. The first line (known as %K) displays the current close in relation to a user-defined period's high/low range. The second line (known as %D) is a simple moving average of the %K line.

Which oscillator is best for trading? ›

Relative strength index (RSI), moving average convergence divergence (MACD) and the stochastic oscillator are among the most popular oscillators that traders favor.

What is the formula for stochastic indicator? ›

Stochastic = 100 x ((C – L)/(H – L)); Signal = average of the last three Stochastic values; where: C – latest close price; L – the lowest price over a given period; H – the highest price over a given period.

What is the formula for oscillator in trading? ›

The Formula To Calculate Acceleration Oscillator Indicator.

It is calculated by subtracting a 5-period Simple Moving Average (SMA) from a 34-period SMA. To calculate the Accelerator Oscillator, you first need to calculate the Median Price for each period, which is the average of the High and Low price for that period.

What is the formula for stochastic fast? ›

The Stochastic Fast Formula

The inputs to Stochastic Fast are as follows: Fast %K: [(Close – Low) / (High – Low)] x 100.

What is the formula for stochastic signal? ›

Stochastic Oscillator Formula (Calculation)

Stochastic = 100 x ((C – L)/(H – L)); Signal = average of the last three Stochastic values; where: C – latest close price; L – the lowest price over a given period; H – the highest price over a given period.

How do you calculate stochastic? ›

Now, let's calculate the Stochastic Oscillator values for RIL over this period:
  1. Calculate %K for each day: %K = [(Closing Price - Lowest Low) / (Highest High - Lowest Low)] * 100.
  2. Calculate the 3-day Simple Moving Average of %K (%D): %D = (Sum of %K of last 3 days) / 3.
Jul 28, 2023

What is the formula for stochastic RSI? ›

Stochastic RSI Formula

Subtract the minimum RSI value in n periods from the latest current RSI value. Subtract the minimum RSI value in n periods from the highest RSI value for the same number of periods. Stochastic RSI is calculated by dividing the first result by the second.

References

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