Purpose – As part of the banking reform, major commercial banks in China went through initial public offerings (IPOs) in the past two decades. Has this change in the ownership structure led to improvement in their performance? With a comprehensive data set of Chinese banks over 1999-2010, the...

Abstract We investigate estimation and inference of the (local) average treatment effect parameter when a binary instrumental variable is generated by a randomized or conditionally randomized experiment. Under i.i.d. sampling, we show that adding covariates and their interactions with the...