Estimating asphalt mixture volumetric properties using seemingly unrelated regression equations approaches

•Seemingly unrelated regression equations approaches can help evaluate asphalt mixture design.•Asphalt pavement quality assurance data is analyzed in a concise manner.•Asphalt mixture variability can be more efficiently managed.•This statistical approach provides a robust method to estimate volumetric properties.