The Detrended Price Oscillator, or the DPO, is a technical indicator that acts to filter out the long-run trends of the price data. It assists traders to concentrate on short-term patterns and repetitive prices.
The DPO is unlike other standard momentum indicators in that it uses a displaced Simple Moving Average to compare the past prices. This special method aids in highlighting troughs and peaks in a cyclic way in a more vivid manner.
The Detrended Price Oscillator oscillates around a zero line, showing how past prices deviated from a displaced moving average. This is especially helpful in highlighting cyclical turning areas.
What Is a Detrended Price Oscillator (DPO)?
The Detrended price oscillator is a tool that removes long-term price trends to highlight shorter-term cyclical behaviour. It is not in line with the prevailing price movement, as most oscillators are. Rather, it takes a particular previous price as an example upon which to compare to a moving average base.
The Detrended Price Oscillator (DPO) is a market analysis tool that shows how past prices deviated from a displaced moving average by oscillating around a zero line. If the value is above zero, it indicates the past price was above its displaced moving average, and vice versa if the value is below zero. By using this indicator, traders can assess the length of previous cycles and any changes to those cycles.
Calculating the Detrended Price Oscillator (DPO)
Choose a Lookback Period: Select a specific number of periods to determine how sensitive your indicator will be (examples include 20-30 day cycles).
Pick a Past Closing Price: Identify the closing price from a specific point in the past, usually calculated as (X/2 + 1) periods ago.
Find the SMA: Establish a baseline by calculating the Simple Moving Average (SMA) during the periods you are looking back on.
Subtract the Displaced SMA: Subtract the X-period simple moving average from the closing price taken (X/2 + 1) periods ago to calculate the DPO value.
Observe the Zero Line: The DPO value indicates whether the past closing price was higher or lower than the displaced Simple Moving Average (SMA) by reflecting the movement relative to 0 (zero).
How to Interpret DPO Signals?
DPO signal interpretation is done by observing the movement of the indicator with respect to the zero line. When the oscillator is above the zero mark, it reflects past prices trading above the displaced average. A negative movement indicates past prices were below the displaced average.
Extreme highs and lows are also sought by the traders to identify relative cyclical highs and lows. Divergences between DPO and price may indicate changes in cyclical behaviour. The length of historical market cycles can be analysed by measuring the distance between past peaks or troughs.
Example of Using Detrended Price Oscillator
Take an example of a stock such as IBM which has historically reported price bottoms after every two months. A trader can validate these cycles using the DPO by monitoring the oscillator to enter an area of a low. When the DPO at that time crosses over the zero line close to the anticipated cycle bottom, this may coincide with a historical cycle low.
On the other hand, when the price experiences a new high and the DPO does not do the same, this means bearish divergence. This implies that the purchasing power is becoming weak and that a turnaround could be at hand. To be more accurate, traders can use these indicators to compare such signals with others, such as the RSI or MACD.
Limitations of Detrended Price Oscillator
The Detrended Price Oscillator comes in quite handy in detecting short-term price expression; however, it possesses numerous shortcomings which are worth keeping in mind by traders:
Lagging Nature: The DPO is a lagging indicator as it depends a lot on past information. This implies that it might not be responsive enough to record abrupt changes in prices.
No Standalone Signals: The tool indicates previous cycles but does not show actual purchase or sell orders. The traders should employ alternative technical devices to verify possible entries.
Trends: The DPO removes long-term trends; trading solely on cycles during strong trends can be risky. Trading cyclical signals within a strong downward trend can result in significant losses.
False Signals: On sideways or choppy markets, the DPO may give false crossovers. To make its signals valid, it is vital to apply volume or candlestick patterns.