Market Trends Study Based on Moving Average Slope and Support Vector Machine

Securities investment is a high risk, high-yield financial management, while the good operation of the market trends help investors avoid risk and seize the opportunity. In this paper, we propose a method based on several moving average lines slope and support vector machine algorithm to determine t...

Full description

Saved in:
Bibliographic Details
Main Authors: Jian Qingming, Zeng Huanglin
Format: Conference Proceeding
Language:English
Subjects:
Accuracy
Delay
Forecasting
Indexes
Investments
moving average line
Securities investment
Stock markets
support vector machine formatting
Support vector machines
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Securities investment is a high risk, high-yield financial management, while the good operation of the market trends help investors avoid risk and seize the opportunity. In this paper, we propose a method based on several moving average lines slope and support vector machine algorithm to determine the current market trends in order to take the appropriate investment strategy. Simulations show that the method achieved good results.
DOI:10.1109/ICCIS.2010.211