Our Research
Ce (Matthew) Shi

Taxation of advertising has been a recurring policy idea in recent U.S. tax reforms and around the globe. In this paper we take a comprehensive look at the effects of taxation of ads on prices, welfare, and the business model of media platforms. In...

Qingliang Fan, Yu-Chin Hsu, Robert Lieli, Yichong Zhang

Given the unconfoundedness assumption, we propose new nonparametric estimators for the reduced dimensional conditional average treatment effect (CATE) function. In the first stage, the nuisance functions necessary for...

Qingliang Fan, Yaqian Wu

Instrumental variables (IV) and control variables are frequently used to assist researchers in investigating the endogenous treatment effects. When used together, their identities are typically assumed to be known. However,...

Yangyang Chen, Qingliang Fan, Xin Yang, Leon Zolotoy

We study the impact of CEO early-life disaster experience on stock price crash risk. Using a longitudinal sample of U.S. firms, we document that firms led by CEOs with early-life disaster experience have higher stock price...

Tao Chen, Qingliang Fan, Kai Liu, Lingshan Le

Momentum as elaborated under a recent novel definition has been shown quantitatively to have a significant impact on basketball game outcomes. This paper makes two contributions to the analytical literature on sports momentum:...

Siying Cao

By applying computational linguistics tools to the analysis of US federal district courts' decisions from 1932 to 2016, this paper quantifies the rise of economic reasoning in court cases that range from securities regulation to antitrust law. I then...