Academic Research

FRED provides comprehensive data for economic research, econometric modeling, and academic publications.

Research Applications

Time series modeling, regression analysis, causality testing

Impact studies, difference-in-differences, event studies

Prediction models, nowcasting, scenario analysis

Long-run trends, structural breaks, regime changes

Access historical data snapshots for real-time analysis:

{
  "series_id": "GDP",
  "realtime_start": "2020-01-01",
  "realtime_end": "2020-01-01"
}

Always cite FRED and original data sources in academic work.