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econ.EM2020
Sparse network asymptotics for logistic regression
Bryan S. Graham
Consider a bipartite network where consumers choose to buy or not to buy different products. This paper considers the properties of the logistic regression of the $N\times…
econ.EM2019
Network Data
Bryan S. Graham
Many economic activities are embedded in networks: sets of agents and the (often) rivalrous relationships connecting them to one another. Input sourcing by firms, interbank lending…
econ.EM2018
Semiparametrically efficient estimation of the average linear regression function
Bryan S. Graham, Cristine Campos de Xavier Pinto
Let Y be an outcome of interest, X a vector of treatment measures, and W a vector of pre-treatment control variables. Here X may include (combinations of) continuous, discrete, and…