A web-based application for analyzing historical weather data and forecasting future trends using advanced statistical models. Built with Python and Flask, the app provides interactive visualizations, ...

Star 0 Code Issues Pull requests Data Science project for forecasting steel and crude oil prices data-science forecasting volatility garch arima-model garch-model log-return Updated on Apr 9, 2024 ...

ABSTRACT: This paper presents a comparative study of ARIMA and Neural Network AutoRegressive (NNAR) models for time series forecasting. The study focuses on simulated data generated using ARIMA (1, 1, ...

Predicting Pre-Order Sales Using Time Series Algorithm, Forecasting, and ARIMA Model in Python for Small Businesses Published in: 2024 International Conference on Electronics, Information, and ...

This paper uses the ARIMA model and BP neural network to model and predict the closing prices of the two stocks of JD and PDD from July 26, 2018 to January 29, 2021 (1266 data in total). First, use ...

The results show that the prediction accuracies of the multiscale SPI of the combined ARIMA–SVR model and the single ARIMA model were related to the time scale of the index, and they gradually ...