Research on Influence Factors of IP Movie Box Office Based on Semi-Parametric Model

Through the establishment of a semi-parametric regression model, an empirical analysis of the influencing factors of the IP movie box office was conducted. The results of the study showed that: the fitting result of the semi-parametric regression model is better than that of the general linear regression model; the film type, attention degree, IP influence and the box office of the movie show a significant positive linear relationship, among which the degree of attention and influence of the IP influence most; the influence of the main creative team, IP scores and the movie box office are nonlinear, and the nonlinear part is visualized.