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Servers co-located at exchanges for the purposes of low latency algo trading would primarily listen to the exchange's feeds.
The feeds would generally be disseminated via multicast on a fibre network. Certain exchanges charge a proximity fee based on the length of the fibre to the trading server and others make all the fibre cables equally long. The feeds ...
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I'd add:
Variance reduction
Fraction same sign / Hit rate
Additionally, you might look at the relationship between the Q5-Q1 spread itself and the dependent (i.e. are larger/smaller spreads associated with some feature of the dependent).
Turnover may also be an issue as slippage and friction come into consideration. Measures such as percent turnover in ...
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According to this video there are basically four kinds of messages available in the feeds:
Order is added to the book
Order is removed from the book
Execution of an order displayed in the book
Execution of an order not displayed in the book
The speaker goes on to say that these messages are sufficient to reconstruct the publicly available market ...
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If you're using R, you might try:
http://cran.r-project.org/web/packages/relaimpo/index.html
http://stats.stackexchange.com/questions/8918/is-there-a-way-to-optimize-regression-according-to-a-specific-criterion/8932#8932
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