When is big data big enough? Implications of using GPS-based surveys for travel demand analysis
We assess the implications of using GPS-based surveys for travel demand analysis. Multiple simulated datasets and real data are used. Errors in inference may offset gains in the volume of data. Benefits will vary with sample size, inference accuracy and model complexity.
gps-based surveys travel diary surveys travel demand models inference error