I have 2 symbols in my backtest. I am adding indicator donchianchannel. However when i plot it, add_TA( mktdata$high.DCH, col = 6, lwd = 1.5,on=TRUE) does not pass the associated symbol's data and i end up getting the same data plotted for both the symbols.
library(quantstrat)
# source("R/symbols.R")
# source("R/functions.R")
debug
portfolio.st <- "Port.Luxor"
account.st <- "Acct.Luxor"
strategy.st <- "Strat.Luxor"
init_date <- "2007-12-31"
start_date <- "2008-01-01"
end_date <- "2009-12-31"
adjustment <- TRUE
init_equity <- 1e4 # $10,000
Sys.setenv(TZ = "UTC")
currency('USD')
basic_symbols <- function() {
symbols <- c(
"IWM", # iShares Russell 2000 Index ETF
"QQQ" # PowerShares QQQ TRust, Series 1 ETF
)
}
symbols <- basic_symbols()
getSymbols(Symbols = symbols,
src = "yahoo",
index.class = "POSIXct",
from = start_date,
to = end_date,
adjust = adjustment)
stock(symbols,
currency = "USD",
multiplier = 1)
rm.strat(portfolio.st)
rm.strat(account.st)
initPortf(name = portfolio.st,
symbols = symbols,
initDate = init_date)
initAcct(name = account.st,
portfolios = portfolio.st,
initDate = init_date,
initEq = init_equity)
initOrders(portfolio = portfolio.st,
symbols = symbols,
initDate = init_date)
strategy(strategy.st, store = TRUE)
add.indicator(strategy = strategy.st,
name = "SMA",
arguments = list(x = quote(Cl(mktdata)),
n = 10),
label = "nFast")
add.indicator(strategy = strategy.st,
name = "SMA",
arguments = list(x = quote(Cl(mktdata)),
n = 30),
label = "nSlow")
add.indicator(strategy = strategy.st,
# correct name of function:
name = "DonchianChannel",
arguments = list(HL = quote(HLC(mktdata)[, 1:2]),
n = 20),
label = "DCH")
add.signal(strategy = strategy.st,
name="sigCrossover",
arguments = list(columns = c("nFast", "nSlow"),
relationship = "gte"),
label = "long")
add.signal(strategy = strategy.st,
name="sigCrossover",
arguments = list(columns = c("nFast", "nSlow"),
relationship = "lt"),
label = "short")
add.rule(strategy = strategy.st,
name = "ruleSignal",
arguments = list(sigcol = "long",
sigval = TRUE,
orderqty = 100,
ordertype = "stoplimit",
orderside = "long",
threshold = 0.0005,
prefer = "High",
TxnFees = -10,
replace = FALSE),
type = "enter",
label = "EnterLONG")
add.rule(strategy.st,
name = "ruleSignal",
arguments = list(sigcol = "long",
sigval = TRUE,
orderside = "short",
ordertype = "market",
orderqty = "all",
TxnFees = -10,
replace = TRUE),
type = "exit",
label = "Exit2LONG")
results <- applyStrategy(strategy.st, portfolios = portfolio.st, verbose = TRUE)
updatePortf(portfolio.st)
updateAcct(account.st)
updateEndEq(account.st)
for(symbol in symbols) {
chart.Posn(portfolio.st, Symbol = symbol,
TA = "add_SMA(n = 10, col = 4); add_SMA(n = 30, col = 2) ;
add_TA( mktdata$high.DCH, col = 6, lwd = 1.5,on=TRUE) ")
}
Try this instead, at the end of your example :
results <- applyStrategy(strategy.st, portfolios = portfolio.st, verbose = TRUE)
updatePortf(portfolio.st)
updateAcct(account.st)
updateEndEq(account.st)
for(symbol in symbols) {
inds <- applyIndicators(strategy.st, get(symbol))
# Optionally, if you also want the strategy signals per symbol, do this:
sigs <- applySignals(strategy.st, inds)
chart.Posn(portfolio.st, Symbol = symbol,
TA = "add_SMA(n = 10, col = 4); add_SMA(n = 30, col = 2) ;
add_TA(inds$high.DCH, col = 6, lwd = 1.5,on=TRUE) ")
}
Explanation: mktdata
only contains the OHLC data for the last symbol run inside the applyStrategy
loop over symbols
. See for yourself by print(tail(mktdata))
, after running the strategy. i.e. quantstrat does not save the calcluations from the backtest.
If you want to see your indicators and signals, re-generating them as above is a straightforward way.