RSI: Relative Strength Index

In joshuaulrich/TTR: Technical Trading Rules

Relative Strength Index

Description

The Relative Strength Index (RSI) calculates a ratio of the recent upward price movements to the absolute price movement. Developed by J. Welles Wilder.

Usage

RSI(price, n = 14, maType, ...)

Arguments

price	Price series that is coercible to xts or matrix.
n	Number of periods for moving averages.
maType	Either: A function or a string naming the function to be called. A list with the first component like (1) above, and additional parameters specified as named components. See Examples.
...	Other arguments to be passed to the maType function in case (1) above.

Details

The RSI calculation is RSI = 100 - 100 / ( 1 + RS ), where RS is the smoothed ratio of 'average' gains over 'average' losses. The 'averages' aren't true averages, since they're divided by the value of n and not the number of periods in which there are gains/losses.

Value

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

Note

The RSI is usually interpreted as an overbought/oversold (over 70 / below 30) indicator. Divergence with price may also be useful. For example, if price is making new highs/lows, but RSI is not, it could indicate a reversal.

You can calculate a stochastic RSI by using the function stoch on RSI values.

Author(s)

Joshua Ulrich

References

The following site(s) were used to code/document this indicator:
Relative Strength Index:
https://www.fmlabs.com/reference/RSI.htm
https://www.metastock.com/Customer/Resources/TAAZ/?p=100
https://www.linnsoft.com/techind/relative-strength-index-rsi
https://school.stockcharts.com/doku.php?id=technical_indicators:relative_strength_index_rsi

Stochastic RSI:
https://www.fmlabs.com/reference/StochRSI.htm
https://school.stockcharts.com/doku.php?id=technical_indicators:stochrsi

See Also

See EMA, SMA, etc. for moving average options; and note Warning section. See CMO for a variation on RSI.

Examples

 data(ttrc)
 price <- ttrc[,"Close"]

 # Default case
 rsi <- RSI(price)

 # Case of one 'maType' for both MAs
 rsiMA1 <- RSI(price, n=14, maType="WMA", wts=ttrc[,"Volume"])

 # Case of two different 'maType's for both MAs
 rsiMA2 <- RSI(price, n=14, maType=list(maUp=list(EMA),maDown=list(WMA)))

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