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Applicability of Online Sentiment Analysis for Stock Market Prediction

An Econometric Analysis

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80 stránek

Více o knize

Focusing on online sentiment analysis, this book delves into its application for stock market predictions. It presents various tools and their historical research, alongside a Google Trend model to assess the predictive power of search volumes on the S&P 500 index. The effectiveness of this strategy is compared with a traditional buy and hold approach using historical data. Additionally, it tests the hypothesis that publicly released news can serve as a leading indicator for stock returns, while also evaluating the strengths and weaknesses of algorithmic sentiment analysis.

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ISBN
9783659793257

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Varianta knihy

2016, měkká

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