[R-SIG-Finance] Filling a time series with Last Ask, Last Bid, etc
Cliff Clive
cliffclive at gmail.com
Sun Oct 16 14:31:12 CEST 2011
I'm sure I've done this before but for the life of me I can't remember how.
I'm working with a tick data series in the following format:
/ Date Time Type Price Quantity
2010-02-22 9:00:00 BEST_ASK 64.246 1
2010-02-22 9:00:10 TRADE 64.246 100
2010-02-22 9:00:10 BEST_ASK 64.260 1
2010-02-22 9:00:10 BEST_BID 64.232 1
2010-02-22 9:00:10 BEST_ASK 64.260 1
2010-02-22 9:00:10 BEST_BID 64.232 2/
and I'm trying to add columns that give the most recent Bid, Ask, and Trade
prices.
So far I've done it using a for loop, but that's obviously way too slow.
So I ran the following code:
/StockA$LastBid = ifelse(StockA$Type=="BEST_BID",StockA$Price, 0)
StockA$LastAsk = ifelse(StockA$Type=="BEST_ASK",StockA$Price, 0)
StockA$LastTrade = ifelse(StockA$Type=="TRADE",StockA$Price, 0)/
and turned the table into this:
/ Date Time Type Price Quantity LastBid LastAsk LastTrade
2010-02-22 9:00:00 BEST_ASK 64.246 1 0.000 64.246 0.000
2010-02-22 9:00:10 TRADE 64.246 100 0.000 0.000 64.246
2010-02-22 9:00:10 BEST_ASK 64.260 1 0.000 64.260 0.000
2010-02-22 9:00:10 BEST_BID 64.232 1 64.232 0.000 0.000
2010-02-22 9:00:10 BEST_ASK 64.260 1 0.000 64.260 0.000
2010-02-22 9:00:10 BEST_BID 64.232 2 64.232 0.000 0.000/
Now is there a fast way to fill in the zeros between the observed prices?
This is the part that kills me, since I'm pretty sure I've done something
similar before, but I just can't remember what I did.
--
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