Bureau of Transportation Statistics updates transport estimate models for key U.S. metrics

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Darina Pashchenko

05.10.2026

Bureau of Transportation Statistics updates transport estimate models for key U.S. metrics — U.S. transport models updated

As transportation agencies and operators seek faster data on travel and freight activity, the Bureau of Transportation Statistics is updating its preliminary estimate models for several key U.S. transportation metrics. The October 2026 update covers aviation enplanements, transit and Amtrak ridership, transborder freight and vehicle miles traveled, with estimates produced months before final audited counts.

Highlights

Bureau of Transportation Statistics updated regression-based models in October 2026 to provide preliminary U.S. transport indicator estimates three to 12 months before final data.
The new models cover aviation enplanements, transit and Amtrak ridership, vehicle miles traveled, and transborder freight, claiming accuracy within 85 percent or better.
Timelier estimates enable transportation operators, analysts, and policymakers to accelerate planning and business decisions before full audited counts are released.

October 2026 modeling update

As reported by Bureau of Transportation Statistics, the agency develops specialized regression-based models to forecast preliminary estimates for major transportation indicators. The models are used for aviation enplanements, transit ridership including ferry and rail, Amtrak ridership, transborder freight and vehicle miles traveled.

BTS says it calculates correlations between early indicators and complete historical datasets to provide prompt estimates three to 12 months ahead of final audited counts. The agency says the methodology is based on regression analysis using prior-year data through the most current period, and that the models are accurate within 85 percent or better.

Faster data for transport planning

The forecasting capability is intended to help the Department of Transportation provide timelier information across the transportation sector. Near-current estimates can support faster analysis for transportation and travel businesses, shortening turnaround times for decision-making across multiple parts of the industry.

For operators, analysts and policymakers, earlier visibility into passenger volumes, freight flows and road use can improve planning before complete official counts are available. That makes the models a practical tool for monitoring demand trends across U.S. transport markets.

In our earlier article on BTS data on U.S. airlines’ August 2026 fuel costs and consumption, we detailed how carriers’ total fuel spending rose to $6.17 billion even as fuel use fell to 1.656 billion gallons. We also noted that the jump in the average fuel price to $3.72 per gallon kept cost pressure elevated for airlines despite lower consumption.

This material may contain third-party opinions, none of the data and information on this webpage constitutes investment advice according to our Disclaimer. While we adhere to strict Editorial Integrity, this post may contain references to products from our partners.

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