Incentivizing Truthful Data Contributions in a Marketplace for Mean Estimation

Keran Chen, Alex Clinton, Kirthevasan Kandasamy

We study a data marketplace where a broker intermediates between buyers, who seek to estimate the mean \(μ\) of an unknown normal distribution \(\Ncal(μ, σ^2)\), and contributor…