Optimal selection of the number of control units in kNN algorithm to estimate average treatment effects

Andrés Ramírez-Hassan, Raquel Vargas-Correa, Gustavo García +1

We propose a simple approach to optimally select the number of control units in k nearest neighbors (kNN) algorithm focusing in minimizing the mean squared error for the average tr…