Optimum Statistical Estimation with Strategic Data Sources

Yang Cai, Constantinos Daskalakis, Christos H. Papadimitriou

Abstract: We propose an optimum mechanism for providing monetary incentives to the data sources of a statistical estimator such as linear regression, so that high quality data is provided at low cost, in the...