I explore the estimation of transferable utility matching games, encompassing many-to-many matching, marriage and … matching with trading networks (trades). I introduce a matching maximum score estimator that does not suffer from a … computational curse of dimensionality in the number of agents in a matching market. I apply the estimator to data on the car parts …