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.
Thursday, 23 June 2011
Sunday, 29 May 2011
Monday, 23 May 2011
week 12 Update
Working on literature review as well as trying to download the data to a server where there is enough space to fit it. This is problematic since the data is 55GB-which is quite big.
Got a hard drive for storing the 55GB of data and started performing MATLAB experiments on it.
Had trouble opening the csv file containing the data at the beginning, however, after much surfing of the net, I found a csv file splitter at this URL: http://www.fxfisherman.com/forums/forex-metatrader/tools-utilities/75-csv-splitter-divide-large-csv-files.html#post727.
This split the csv file into over 7000 csv files which were easier to open.
Got a hard drive for storing the 55GB of data and started performing MATLAB experiments on it.
Had trouble opening the csv file containing the data at the beginning, however, after much surfing of the net, I found a csv file splitter at this URL: http://www.fxfisherman.com/forums/forex-metatrader/tools-utilities/75-csv-splitter-divide-large-csv-files.html#post727.
This split the csv file into over 7000 csv files which were easier to open.
Week 11 Update
Acquired data from Andrew Lepone to conduct data mining experiments on from the ASX for the last 3 years, minute by minute
Tuesday, 10 May 2011
Week 9
I am reading the following article:
"Optimal Allocation Stratergies for The Dark Pool Problem"by Agarwal et al. and preparing my literature review for Week 13.
"Optimal Allocation Stratergies for The Dark Pool Problem"by Agarwal et al. and preparing my literature review for Week 13.
Saturday, 30 April 2011
Week 8 & Mid Sem Break Update
For these two weeks I was just finding and reading more articles, some of which are useful some of which are not-although they provide general background knowledge for my thesis.
This is in preparation for the literature review due in week 13.
It was hard these last few weeks because my external supervisors went on work related international travels so there was no one to guide me or explain things to me where i was lost-was pretty much making my own way.
Will talk to Sanjay when he gets back in week 9 though.
This is in preparation for the literature review due in week 13.
It was hard these last few weeks because my external supervisors went on work related international travels so there was no one to guide me or explain things to me where i was lost-was pretty much making my own way.
Will talk to Sanjay when he gets back in week 9 though.
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