A copula approach to test asymmetric information with applications to predictive modeling

► We test asymmetric information in automobile insurance market. ► We model the coverage-risk relationship using copulas. ► A positive association is found when using reported accidents. ► The relationship vanishes after correcting the underreporting bias. ► We demonstrate the role of the position association in predictive modeling.