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highfrequency (version 0.4)

rSV: Realized semivariance of highfrequency return series.

Description

Function returns Realized semivariance, defined in Barndorff-Nielsen et al. (2008). Function returns two outcomes: 1.Downside realized semivariance and 2.Upside realized semivariance. Assume there is $N$ equispaced returns in period $t$. Let $r_{t,i}$ be a return (with $i=1, \ldots,N$) in period $t$. Then, the rSV is given by $$\mbox{rSVdownside}_{t}= \sum_{i=1}^{N} (r_{t,i})^2 \ \times \ I [ r_{t,i} <0 ]$$="" $$\mbox{rsvupside}_{t}="\sum_{i=1}^{N}" (r_{t,i})^2="" \="" \times="" i="" [="" r_{t,i}="">0 ]$$

Usage

rSV (rdata,align.by=NULL,align.period=NULL,makeReturns=FALSE,...)

Arguments

rdata
a zoo/xts object containing all returns in period t for one asset.
align.by
a string, align the tick data to "seconds"|"minutes"|"hours"
align.period
an integer, align the tick data to this many [seconds|minutes|hours].
makeReturns
boolean, should be TRUE when rdata contains prices instead of returns. FALSE by default.
...
additional arguments.

Value

  • list

References

Barndorff- Nielsen, O.E., Kinnebrock, S. and Shephard N. (2008). Measuring downside risk- realized semivariance. CREATES research paper. p. 3-5

Examples

Run this code
data(sample_tdata)
rSV(sample_tdata$PRICE,align.by ="minutes", align.period =5, makeReturns = TRUE)

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