In 2016, the Chinese government started to oversee polluting firms’ environmental performances through the “Double-Random Inspections” (DRI) program. The program requires local governments at different levels to randomly select inspectors to check the environmental compliance and emissions of randomly-selected polluting firms. In this project, the researchers are  estimating the marginal emission abatement costs for different types of polluting manufacturing firms, which are critical for optimal environmental policy design.