Are financial indicators and stock values correlated?

According to historical records, the average annual return of S&P 500 is approximately 10%–11% since its inception in 1926. However, is it possible to build up a machine learning model that can predict a specific stock’s price will rise or fall in the next year based on last year’s financial indicators? In addition, is there a method which is able to predict stock price changes in the following year?

In this research, more than 200 financial indicators of US stocks from 2014 to 2018 were collected to predict the price variance and the…

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