This week my goal is to see if I can analyse the data provided to me by Andrew Lepone and gain some useful insight into Algorithmic Trading in the ASX.
On Thursday:
I wrote a script on Matlab to analyse a weeks worth of Data pertaining to the stock with the symbol AAC.
What I was trying to do was discover the number of algorithms that were involved in the trading of stocks every 5 minutes from the beginning to the end of the trading day for the entire week of 30 Oct 2006 and 3 Nov 2006.
I graphed the results and found a peak in algorithmic trading at the beginning and in the middle of the day.
On Friday:
I am trying to analyse all other stocks for the same week in the same way as I analysed AAC, to see if AAC follows the norm or whether it is different.
It turned out that the norm was that there was a peak in the beginning and end of the day and a trough in the middle of the day for most stocks. This was for both the frequency of algorithmic traders and aggregate traders.
ReplyDeleteObviously this was different to AAC.