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  • [Machine Learning for Trading] {ud501} Lesson 11: 02-01 So you want to be a hedge fund manager? | Lesson 12: 02-02 Market Mechanics

    Computational Investing

    MC2: Computational Investing

    Lessons: In this mini-course, we focus on modeling the behavior of stock markets.

    1. So you want to be a hedge fund manager?
    2. Market mechanics
    3. What is a company worth?
    4. The Capital Assets Pricing Model (CAPM)
    5. How hedge funds use the CAPM
    6. Technical Analysis
    7. Dealing with data
    8. Efficient Markets Hypothesis
    9. The Fundamental Law of active portfolio management
    10. Portfolio optimization and the efficient frontier

    Projects:

    1. Build a market simulator
    2. Invent your own technical indicator
    3. Write a strategy that generates orders

     Types of funds

     

     ETF = Exchange-Traded Fund

     Liquidity and capitalization

     

    liquidity => the ease with which one can buy or sell shares in a particular holding

    large capitalization =>  how much is the company worth = shares that are outstanding × the price of the stock

     

    Some popular sources for financial and investment data:

    ETF => 4 or 3 letters

    Mutual fund => 5 letters

     Incentives for fund managers

     

    2 and 20 => 2% AUM and 20% profits

     Assets Under Management (AUM) is the total amount of money being managed by the fund.

     Two and twenty

     

    Incentives quiz 

     

     How funds attract investors

     Hedge fund goals and metrics

     The computing inside a hedge fund

     

    live portfolio == order ==> target portfolio

    dont want to do everything at once 

    machine leanrnig => forcasting






     What is in an order?

     

     Market => not to specify the money

    Limit => hand-craft some price limit for trading

     The order book

     Up or down

    If you put in a SELL order (at market value), you will sell the first 100 shares at $99.95, the next 50 at $99.90, and so on.

    In case of a BUY order, the market value won't change for the first 1000 shares.

    So, depending on your volume of trade, the value of the stock will likely go down.

    How orders affect the order book 

     

     How orders get to the exchange

     

     How hedge funds exploit market mechanics

     

     Additional order types

     

     Mechanics of short selling: Entry

     Short selling

     

    The buying occurred after selling, but nonetheless, you sold the stocks for more than you paid - so profit!

     Mechanics of short selling: Exit

     

     What can go wrong?

     

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  • 原文地址:https://www.cnblogs.com/ecoflex/p/10977276.html
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