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Economic and Business Management
book

Economic and Business Management

by Xiaoxia Huang, Feng Zhang
March 2022
Intermediate to advanced content levelIntermediate to advanced
294 pages
16h 47m
English
CRC Press
Content preview from Economic and Business Management

Stock forecast model based on random forest

Xintao Li

School of Business and Management, Shanghai International Studies University, Shanghai, China

DOI: 10.1201/9781003203704-3

ABSTRACT: With the rapid development of artificial intelligence, more and more people combine it with stock prediction. Stock analysis is divided into technical analysis and fundamental analysis. This paper forecasts the rise and fall of stocks through technical indicators and machine-learning algorithms. And eight technical indicators (EMA, MACD, LINREG, MOMENTUM, RSI, VAR, CYCLE, and ATR) were adopted to predict the rise and fall of a stock. We find that RSI has the largest weight among the eight technical indicators, and the final model prediction accuracy is 75%. ...

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Publisher Resources

ISBN: 9781000581621