zoukankan      html  css  js  c++  java
  • [Machine Learning for Trading] {ud501} Lesson 15: 02-05 How hedge funds use the CAPM | Lesson 16: 02-06 Technical Analysis

    Risks for hedge funds

    Two stock scenario

     Two stock CAPM math

    how to remove the incluence of the market or beta???

     Allocations remove market risk

     

    How does it work? 

     

     CAPM for hedge funds summary

     







     two broad categories of approaches to use for choosing stocks to buy or sell => (1) Technical vs. (2) fundamental analysis 

    (1) Technical analysis => doesnt care about the value of a company => looking for patterns or trends in a tock's price

    (2) Fundamental analysis => looking at aspects of a company in order to estimate its value, looking for the situations where the price of a company is below its value

     Characteristics

     

     Potential indicators

     

    earning is a fundamental factor => P/E ratio is F

    intrinsic value => based on dividends => F 

    When is technical analysis valuable? 

     

    When is technical analysis valuable? (part 2) 

     consider where is the best region for human to operate and where is the best region for computers to operate

    => different types of hedge funds

    ms => computer

    day =>  mixture of human and computer

    year => human

    A few indicators: Momentum 

     

     A few indicators: Simple moving average

     A few indicators: Bollinger Bands

     

    Buy or sell? 

     

    for ②, it's unclear whether green curve will return or not, whereas for ③, situation is exactly opposite.

     Normalization

     Wrap up

     

  • 相关阅读:
    Unix IPC之共享内存区(1)
    linux下的二进制文件的编辑和查看
    Posix 信号量
    Unix IPC之Posix信号量实现生产者消费者
    整型信号量与记录型信号量
    C++之友元
    C++之异常处理
    C++之STL(标准模板库)
    C++之继承
    C++之封装
  • 原文地址:https://www.cnblogs.com/ecoflex/p/10977399.html
Copyright © 2011-2022 走看看