Parametric bootstrap inference for stratified models with high-dimensional nuisance specifications

Ruggero Bellio, Ioannis Kosmidis, Alessandra Salvan +1

Inference about a scalar parameter of interest typically relies on the asymptotic normality of common likelihood pivots, such as the signed likelihood root, the score and Wald stat…