Big data, traditional data and the tradeoffs between prediction and causality in highway-safety analysis - Mannering F, Bhat CR, Shankar V, Abdel-Aty M.

The analysis of highway accident data is largely dominated by traditional statistical methods (standard regression-based approaches), advanced statistical methods (such as models that account for unobserved heterogeneity), and data-driven methods (artifici...
Source: SafetyLit - Category: International Medicine & Public Health Tags: Research Methods, Surveillance and Codes, Models Source Type: news