Description Usage Arguments Details Value See Also Examples
Indicators are typically standard technical or statistical analysis outputs, such as moving averages, bands, or pricing models.
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strategy |
an object (or the name of an object) type 'strategy' to add the indicator to |
name |
name of the indicator function – must correspond to an R function |
arguments |
default arguments to be passed to an indicator function when executed |
parameters |
vector of strings naming parameters to be saved for apply-time definition,default NULL, only needed if you need special names to avoid argument collision |
label |
arbitrary text label for indicator output. This will also be used as the name of the indicator list when it is stored. NULL default will be converted to '<name>.ind' |
... |
any other passthru parameters |
enabled |
TRUE/FALSE whether the indicator is enabled for use in applying the strategy, default TRUE |
indexnum |
if you are updating a specific indicator, the |
store |
TRUE/FALSE whether to store the strategy in the .strategy environment, or return it. default FALSE |
Indicators are always path-independent, and should be constructed from vectorized functions where possible.
Indicators are applied before signals and rules, and the output of indicators may be used as inputs to construct signals or fire rules.
arguments
and parameters
are named lists that describe the arguments to be passed to the indicator function.
arguments
is for defining any non-default arguments to be passed to the function named in the name
of the indicator.
For example, the x
argument to a moving average function may be defined as x=quote(Cl(mktdata))
If you look at the demo scripts, you'll notice that we often use quote(mktdata)
in setting up indicators, signals, or rules.
This tells R to delay evaluation via quote()
, and to use the special variable mktdata
.
mktdata
is typically created internally to quantstrat
by looking in the global environment for
a time series of prices or returns. mktdata may also contain other data you've manipulated outside quantstrat,
though where possible you should use quantstrat to contain all the logic for the strategy,
to aid in maintenance and modifications.
The use of quote()
tells R to not evaluate what's inside the quote until the function is evaluated later.
By the time that code is evaluated, mktdata
will be populated with the correct price information based on the contents of whatever portfolio you are evaluating the strategy on.
parameters
is another named list, and normally will not be needed.
If you have multiple indicator, signal, or rule functions share the that
both share the same argument names and will need to have
different values passed to those arguments as defined parameters at apply-time,
then you may need to give them unique names so that delayed evaluation can
sort it all out for you at apply-time.
We will endeavor to get an example of named parameters into the demo scripts.
if label
is not supplied, NULL default will be converted to '<name>.ind' unless
there already exists an indicator with that label in which case it will be appended
with a number (i.e. '<name>.ind.2', '<name>.ind.3', etc.).
If the indicator function returns multiple columns, the label will be
paste
'd to the end of either the returned column names or the
respective column number when applying it to mktdata
.
if strategy
was the name of a strategy, the name. It it was a strategy, the updated strategy.
quote
applyIndicators
add.signal
link{add.rule}
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strategy("example", store=TRUE)
getSymbols("SPY", src='yahoo')
add.indicator('example', 'SMA', arguments=list(x=quote(Ad(SPY)), n=20))
str(getStrategy('example')$indicators)
out <- applyIndicators('example', SPY)
tail(out)
## End(Not run)
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