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Recent developments in bootstrapping time series

Econometric ReviewsPublished 1 January 2000
Jeremy Berkowitz, Lutz Kilian
Citations334
SJR quartileQ1
SJR score1.54
SNIP0.94

TL;DR

It is shown that the block size plays an important role in determining the success of the block bootstrap, and a data-based block size selection procedure is proposed, which would account for lag order uncertainty in resampling.

Abstract

Bootstrap, ARLIA, Frequency Domain, Blocks,

Keywords

MathematicsEconomics, Econometrics and Finance