capitalization: Bitcoin, Bitcoin Cash, Bitcoin SV, Chainlink, EOS, Ethereum, Litecoin, TETHER, Tezos, and XRP. Then, we use Monte … the way. This study implements some statistical and machine learning approaches for cryptocurrency investments. First, we …

This study analyzes forecasts of Bitcoin price using the autoregressive integrated moving average (ARIMA) and neural … network autoregression (NNAR) models. Employing the static forecast approach, we forecast next-day Bitcoin price both with and …-sample periods. Despite the sophistication of NNAR, this paper demonstrates ARIMA enduring power of volatile Bitcoin price prediction. …

In today's era of big data, deep learning and artificial intelligence have formed the backbone for cryptocurrency … portfolio optimization. Researchers have investigated various state of the art machine learning models to predict Bitcoin price … shown to perform better than traditional time series models in cryptocurrency price prediction. However, very few studies …