Using Time Series: Bitcoin price forecast Analysis | R

For the dataset that is chosen to build the model based on a year’s data from 18/07/2010 to 25/04/2021 For the analysis, with overly a year’s historic data, the models includes ARIMA, Prophet and ANN models to forecast the 30 days’ Bitcoin price after April 25th, 2021. After setting the variables and parameters, the RMSE was used to compare all three models. After comparison of all three RMSE score, the optimal model was picked with lowest RMSE score.