Skip to main content
← All Tags

Time Series

2 articles in this category

AI NewsData ScienceTime Series

Estacionariedade: Why Historical Averages Are Dangerous for Your Projections

This article explores time series estacionarity, using the Augmented Dickey-Fuller (ADF) test to diagnose stochastic trends and configuring the integration parameter (*d*) in SARIMAX to avoid global mean bias.

Read more
AI NewsMachine LearningTime Series

Forecasting with Tree-Based Models for Time Series

Demonstrates how to use decision tree models for time series forecasting, achieving a Mean Absolute Error (MAE) of approximately 45.32 on the airline passenger dataset.

Read more