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Method Of Data Mining And The Prediction Of Stock’s Price

Posted on:2016-02-15Degree:MasterType:Thesis
Country:ChinaCandidate:Z S HuFull Text:PDF
GTID:2309330467994973Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
Since last July, the A share market rose sharply. A share market is so active that have attracted a lot of attention from investors. therefore, analyze and forecast the stock’s price is very necessary. However,the stock’s price is affected by the impact of policy or economy and any other factors,it is difficult to forecast it.In recent years,data mining developed fast,it has becomed the most popular technology in machine learning and, statistics With the in-depth study of human, a lot of different types, powerful data mining algorithms appeared. at the same time, many data mining tools appeared so the data mining becomes more simple and effective. thus greatly expand the application field of data mining, the price of the stock market prediction is one of them, a lot of companies and research institutions are committed to using data mining technology to study the trend of stock’s price.This article will introduce several data mining algorithms about classification that widely used in social production and scientific research. including statistical analysis, support vector machine,the neural network and their application in stock’s price prediction and forecasting effect,hoping to give some enlightenment to people...
Keywords/Search Tags:data mining, the prediction of the stock’s price, Multivariate statisticalanalysis, support vector machine, artificial neural networks
PDF Full Text Request
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