Saturday, 10 September 2016

Stochastic Indicator tutorial


This technical indicator measures a shares momentum. What momentum means is, what is the share price doing, in relation to past data. This is one of the most popular indicators that traders make use of, and can be highly effective if used in the right way. The indicators output can be seen below.



The stochastic oscillator its self is bound between 0 and 100 and moves within this range. In the picture above one can see two horizontal lines one red and one blue. These indicate the overbought and oversold regions. They are placed at the 20 and 80 mark on the vertical axis. When the stochastic oscillator moves below the blue line at 20 on the vertical axis a potential buying region is indicated to the investor as the share is becoming oversold. Likewise when the stochastic oscillator moves above the red line at 80 on the vertical axis, this indicates to a potential investor that the share is becoming overbought and this is not a good opportunity to enter into the trade.









The first technique that will be discussed is the application of the moving average to the stochastic to find potential trade entries and exits. In essence the moving average provides a smoothed version of the stochastic data as it takes the average of several values and uses that to create points which form the moving average version of the stochastic. The chart below makes use of a slow stochastic with a 7 day moving average applied. The different types of stochastics will be discussed in the latter of this page


The moving average is used to show the investor if the stochastic is increasing or decreasing relative to the past data. In an upward trend of the stochastic when the share price is above the moving average this indicates that there is an increase in momentum relative to past data, likewise when the stochastic data is below the moving average for an upward trend this indicates that the momentum is decreasing relative to past data. In the case of a downward stochastic movement. If the stochastic is below the moving average this means that the downward movement is strengthening relative to past data. However, if the stochastic is above the moving average this indicates that the momentum is decreasing relative to the moving average.


Thus far we have established what the buy and sell zones are and where they are placed, as well as establishing the application of the moving average to the stochastic. Using these tools the output is as seen in the graph below. 





As previously established when the stochastics are below the moving average in a downward trend this indicates that there is a strong movement down but when the reverse is in play where the stochastic is above the moving average this indicates that the momentum is increasing relative to the moving average. Using this logic, the buying points seen in the graph are selected where the stochastic intersects the moving average this is the point at which the decreasing momentum is changing to increasing momentum. Looking at “BUY ZONE 1” and “BUY ZONE 3”, this method worked very well in finding a good entry point into the trade however the method does not always deliver optimal entry points which can be seen in “BUY ZONE 2” where the buy signals were triggered, but the share price continued a sideways movement.







Now to use the same logic but to identify potential sell regions. Using the moving average method the selling price was chosen when the stochastic moves from a position above the moving average intersects the moving average and moves below the moving average. This is because when the stochastic is above the moving average the share momentum is still increasing upwards relative to past data but when the stochastic intersects and cuts through the moving average the momentum is decreasing relative to the past share data. Looking at “SELL ZONE 2” and “SELL ZONE 3”, this method worked very well in finding a good exit point out of the trade. Like the buy trigger the sell trigger to is not always triggered at the optimal sell point as seen in “SELL ZONE 1” with the red vertical line in the first sell trigger. Here a sell was triggered but the share continued to move upwards with the optimal sales point being triggered at the second sell trigger.


Changing the Stochastic settings can have a significant effect on the results that the stochastic displays. Knowing what settings to use can make a significant difference to the buy and sell signals that are displayed to the user. The three settings that will be discussed will be fast, moderate and slow moving Stochastics.


The slow stochastic is used to give a less sensitive reading of the momentum. Slow stochastics will usually provide less buy and less sell points as opposed to the fast and moderate stochastics, but the points at which the potential buys and sells are triggered will tend to be better entry and exit points. The potential problems with the slow stochastic is that it can sometimes show a buy or sell signal that its slightly too late or later then the optimal point. The settings that have been proven to work well are to set the stochastic to a 21 period with a 7 day moving average.





































The medium setting is used to get a balance between the fast and the slow stochastic, traders will use this if they want a little more sensitivity in their stochastics as this will give more potential buy and sell signals. The settings that have been proven to work for a medium outlook are to set the period to 14 days with a 3 day moving average. An example of the 14 period stochastic with a 3 day moving average can be seen below




The last setting that will be discussed is the fast setting, this is used when a high sensitivity is desired. The setting will give the most potential buy and sell signals. The points at which these signals will be triggered is geared to faster trading, especially day trading where a high volume of signals is needed.



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