DPO: De-Trended Price Oscillator

In joshuaulrich/TTR: Technical Trading Rules

De-Trended Price Oscillator

Description

The Detrended Price Oscillator (DPO) removes the trend in prices - or other series - by subtracting a moving average of the price from the price.

Usage

DPO(x, n = 10, maType, shift = n/2 + 1, percent = FALSE, ...)

Arguments

x	Price, volume, etc. series that is coercible to xts or matrix.
n	Number of periods for moving average.
maType	A function or a string naming the function to be called.
shift	The number of periods to shift the moving average.
percent	logical; if TRUE, the percentage difference between the slow and fast moving averages is returned, otherwise the difference between the respective averages is returned.
...	Other arguments to be passed to the maType function.

Details

The Detrended Price shows cycles and overbought / oversold conditions.

Value

A object of the same class as x or a vector (if try.xts fails) containing the DPO values.

Warning

The detrended price oscillator removes the trend in the series by centering the moving average. Centering the moving average causes it to include future data. Therefore, even though this indicator looks like a classic oscillator, it should not be used for trading rule signals.

Note

DPO does not extend to the last date because it is based on a displaced moving average. The calculation shifts the results shift periods, so the last shift periods will be zero.
As stated above, the DPO can be used on any univariate series, not just price.

Author(s)

Joshua Ulrich

References

The following site(s) were used to code/document this indicator:
https://school.stockcharts.com/doku.php?id=technical_indicators:detrended_price_osci

See Also

See EMA, SMA, etc. for moving average options; and note Warning section. See MACD for a general oscillator.

Examples

 data(ttrc)
 priceDPO <- DPO(ttrc[,"Close"])
 volumeDPO <- DPO(ttrc[,"Volume"])

joshuaulrich/TTR documentation built on Feb. 17, 2024, 6:38 a.m.