CODEWITHSUNDEEP
rquantstrat
alessmar
alessmar

Reputation: 4727

Error running a quantstrat analysis

I'm stuck with the following analysis:

library(quantstrat)

stock_size = 200
tickers = c("XOM", "MCD")
init.date = as.Date("2008-01-01")

usd = "USD"
currency(usd)
for(ticker in tickers){ 
  stock(ticker, currency=usd, multiplier = 1)
}

options("getSymbols.warning4.0"=FALSE)
getSymbols(tickers,from=init.date,to.assign=TRUE)

suppressWarnings(rm(strat, port, acct, ords))

port.name <- "MyPort"
port <- initPortf(port.name,tickers,initDate=init.date)
acct.name <- "MyAcct"
acct <- initAcct(acct.name,portfolios=port.name, initDate=init.date, initEq=35000)
ords <- initOrders(portfolio=port.name,initDate=init.date)

strat.name <- "MyStrat"
strat<- strategy(strat.name)
strat<- add.indicator(strategy = strat, name = "SMA", arguments = list(x=quote(Ad(mktdata)), n=20),label= "ma20" )
strat<- add.indicator(strategy = strat, name = "SMA", arguments = list(x=quote(Ad(mktdata)), n=50),label= "ma50")

strat<- add.signal(strat, name="sigCrossover", arguments = list(columns=c("ma20","ma50"), relationship="gte"), label="ma20.gt.ma50")
strat<- add.signal(strat, name="sigCrossover", arguments = list(column=c("ma20","ma50"), relationship="lt"), label="ma20.lt.ma50")

strat<- add.rule(strategy = strat,name='ruleSignal', arguments = list(sigcol="ma20.gt.ma50", sigval=TRUE, orderqty=stock_size, ordertype='market', orderside='long', pricemethod='market'), type='enter', path.dep=TRUE)
strat<- add.rule(strategy = strat,name='ruleSignal', arguments = list(sigcol="ma20.lt.ma50", sigval=TRUE, orderqty='all', 
ordertype='market', orderside='long', pricemethod='market'), type='exit', path.dep=TRUE)

out<-try(applyStrategy(strategy=strat, portfolios=port.name))
charts.PerformanceSummary()

because I got this couple of errors:

Error in `colnames<-`(`*tmp*`, value = c("XOM.Adjusted.SMA.50", "XOM.Adjusted.SMA.20.ma20.SMA.50" : 
  length of 'dimnames' [2] not equal to array extent
Error in inherits(x, "xts") : argument "R" is missing, with no default

Can anyone help me to find what's wrong?

Upvotes: 1

Views: 1162

Answers (1)

Jan Humme
Jan Humme

Reputation: 195

In the current version of TTR, the names of the columns returned by the MA-indicators are prefixed by the name of the input column. Eg. SMA(MCD.Adjusted, n=20) returns a column named MCD.Adjusted.SMA.20.

Ad() will return all column names that match the string Adjusted.

By the time your second SMA-indicator gets called, Ad() will match 2 column names (the original MCD.Adjusted column plus the output column for the first indicator MCD.Adjusted.SMA.20). This results in a dimension error, because in the current implementation SMA() can only handle one input column at the time.

The solution is to pass only the first match, using quote(Ad(mktdata)[,1]) in your argument list.

Upvotes: 5

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