Out of the Books and Into the Woods
The objective of this thesis is to analyze the predictive power of the cryptocurrency limit order book for return predictions. The analysis is performed for the BTC/USD and ETH/USD directional 10-second returns, using limit order book data from three of the largest cryptocurrency spot exchanges. The analysis employs the Random forest algorithm as a classification problem. The results demonstrate t