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    python: stock market fractals vs log-normal distribution

    This is not an easy task that you're trying to achieve. While I cannot provide an answer, I can suggest some reading material that may help you understand Kristoufek's research gives an interesting approach to separate the different investment horizons described in the FMH...
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    reconstruct LOB from NASDAQ ITCH -how to handle market price order

    Those updates are probably out of sequence, or they are marketable limits (should be followed immediately by an execution in that case)
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    Tips On Getting Started In Python

    Quanstart blog is an awesome resource, I've used it as a blue print for more than 1 component. Prof. Balch's class is also a great resource. It is meant for people with some programming background that want to get into finance. But it also works for someone with a trading background who wants...
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    Is Quantitative Analysis the only way to get an edge in the market?

    To answer this question we need more data. (pun intended)
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    Machine Learning is the new C++

    Which statistical techniques have you found to be effective ?
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    FTSE 100 moving from ICE to CME?

    the russell2k coming back to the CME sure is good news ! :D
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    Prop Firm Question

    if he loses $50 easily scalping 100 shares on a very liquid name like GE or INTC... why add any more risk? Initially they're expected to lose the $50 but to manage them so that it takes 100+ trades to get there... that gets them more risk... I know of some shops that start them on subdollar...
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    Prop Firm Question

    They usually control how much you're allowed to risk on a per day basis instead of controlling the buying power margin. This usually works with some kind of formula to allocate daily risk + some override if you lay down risk capital. A newbie would be usually given $50 or even less per day as...
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    Level 2 on Futures

    L2 on the futures is a lot cleaner than on the stocks...
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    Heldental.com ???

    daytradetheworld=swifttrade
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    Backtesting and automated trading.

    You should start by reading Ernie Chan's book. It'll give you a good foundation, specially if you end up building your own system from scratch.
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    Trump2Cash

    Good, or bad, who knows... as long as it brings volume to the stock... he's like Cramer on steroids... :D
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    Trading SPY vs S&P Futures

    the tick on the SPY is smaller, but it is constantly moving up and down by little bits when the ES is sitting at single price level. Depending on your trading style this may be a good or not.
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    Opinions of new-ish TWS API for Python, versus.....

    Consider that Pandas has a lot of C++ optimizations under the hood, it is not a coincidence that pandas is one of the strongest tools when it comes to data analysis... (along with the likes of R & SPARK) It allows you to easily manipulate large amounts of data, and perform all sorts of...
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    Opinions of new-ish TWS API for Python, versus.....

    Yeah... now a days when I need something on a Excel-ish looking spreadsheat... I build it in Python and then spit it out to a spreasheet... After about 1 million rows with calculations Excel stops working... python is just warming up ;)
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    Opinions of new-ish TWS API for Python, versus.....

    I learned pascal in 99, COBOL in 01 ... python in 2012, R and matlab in 2013... For me python was liberating, as it allows to try new ideas very quickly and to put them into code that is easy to read and to get down to business quickly without having to spend too much time in formalities. While...
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    Opinions of new-ish TWS API for Python, versus.....

    The python API works pretty good, it is a wrapper on top of the Java. I've used it for sending orders and getting some quotes and contract details, curious to know how it performs under a heavier workload like the one you describe. You can use the ibpy package to get a head start, so you...
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    Junior institutional trader - trying to understand the nuances of the desk

    yeah, and once you get the answer do post it back here...
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    What kind of Software Interests you?

    jeje... yeah, 2 inches deep is still "technically" deep...
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