In the analysis of the SEI coin’s closing prices, two forecasting models were employed: an ARIMA model and a linear regression model.

The ARIMA (Autoregressive Integrated Moving Average) model, specifically with parameters (5,1,0), was used to predict the closing prices of the SEI coin for the next 14 days. The forecast suggests a slight downward trend initially, followed by stabilization and a gentle increase towards the end of the forecast period. The predicted values range from approximately 0.894 to 0.864, indicating a relatively stable outlook for the SEI coin in the short term.

On the other hand, the linear regression model was applied to identify the overall trend in the closing prices. The model yielded a positive slope of approximately 0.047, suggesting a gradual upward trend in the SEI coin’s closing prices over time. The linear regression forecast for the next 14 days shows a continuous increase in the predicted closing prices, starting from around 1.309 and reaching up to approximately 1.917.

In summary, while the ARIMA model predicts a short-term stabilization with slight fluctuations in the SEI coin’s closing prices, the linear regression model indicates a longer-term upward trend. These insights can be valuable for investors and traders looking to make informed decisions regarding the SEI coin’s future performance.