A discrete model for bootstrap iteration

A-Tier
Journal: Journal of Econometrics
Year: 2017
Volume: 201
Issue: 2
Pages: 228-236

Score contribution per author:

4.022 = (α=2.01 / 1 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

The bootstrap can be validated by considering the sequence of P values obtained by bootstrap iteration, rather than asymptotically. If this sequence converges to a random variable with the uniform U(0,1) distribution, the bootstrap is valid. Here, the model is made discrete and finite, characterised by a three-dimensional array of probabilities. This renders bootstrap iteration to any desired order feasible. A unit-root test for a process driven by a stationary MA(1) process is known to be unreliable when the MA(1) parameter is near −1. Iteration of the bootstrap P value to convergence achieves reliable inference unless the parameter value is very close to −1.

Technical Details

RePEc Handle
repec:eee:econom:v:201:y:2017:i:2:p:228-236
Journal Field
Econometrics
Author Count
1
Added to Database
2026-01-25