methods for inference. However, no formal justification for the use of the bootstrap has been provided. Here we show that the … bootstrap is in general not valid, even in the simple case with a single continuous covariate when the estimator is root … neighbor matching, the standard conditions for the bootstrap are not satisfied, leading the bootstrap variance to diverge from …