Model Perspective

Jul 8, 2025 · Big Data

Why Historical Data Can Mislead Your Forecasts—and What to Do Instead

The article explains how relying solely on historical data for prediction often leads to large errors because future structural changes and missing variables are ignored, and it proposes causal modeling, scenario simulation, and real‑time signals as more reliable forecasting approaches.