Predicting Cryptocurrency Bubbles Gorse

Predicting cryptocurrency bubbles gorse

Is Crypto The New Dot-Com Bubble? [Bitcoin/Altcoin/Cryptocurrency News]

Predicting cryptocurrency price bubbles using social media data and epidemic modelling

@article{Phillips2017PredictingCP, title={Predicting cryptocurrency price bubbles using social media data and epidemic modelling}, author={Ross C.

Phillips and Denise Gorse}, journal={2017 IEEE Symposium Series on Computational Intelligence (SSCI)}, year={2017}, pages={1-7} }

Financial price bubbles have previously been linked with the epidemic-like spread of an investment idea; such bubbles are commonly seen in cryptocurrency prices.

Predicting cryptocurrency bubbles gorse

This paper aims to predict such bubbles for a number of cryptocurrencies using a hidden Markov model previously utilised to detect influenza epidemic outbreaks, based in this case on the behaviour of novel online social media indicators.

To validate the methodology further, a trading strategy is built and tested on historical data. The… CONTINUE READING

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Predicting cryptocurrency bubbles gorse