We conduct a comprehensive asset pricing analysis for the U.S. property/liability insurance industry using monthly data … the returns of property/liability insurance stocks in a satisfactory way. We adapt the model proposed by Adrian, Friedman …, and Muir (2015) for financial institutions and define an insurance-specific five-factor asset pricing model (INS5), which …