Apllication of artificial intelligence algorithm on IPO underpricing rate based on multiple regression analysis

Based on AI multiple regression analysis, this paper studies the impact of family members' participation in management on IPO underpricing. The IPO underpricing rate of enterprises with family members' participation in management is significantly lower than that of other private enterprises, and the IPO underpricing rate of enterprises with family members as CEO is lower than that of enterprises with non-family members as CEO. This paper first analyzes the data through descriptive statistics and correlation analysis, and then studies its impact on IPO underpricing rate of family-involved enterprises through multiple regression analysis, expanding the previous literature on family-involved enterprises.