SOME IMPROVEMENTS FOR BOOTSTRAPPING REGRESSION-ESTIMATORS UNDER 1ST-ORDER SERIAL-CORRELATION

Authors
Citation
P. Rilstone, SOME IMPROVEMENTS FOR BOOTSTRAPPING REGRESSION-ESTIMATORS UNDER 1ST-ORDER SERIAL-CORRELATION, Economics letters, 42(4), 1993, pp. 335-339
Citations number
10
Categorie Soggetti
Economics
Journal title
ISSN journal
01651765
Volume
42
Issue
4
Year of publication
1993
Pages
335 - 339
Database
ISI
SICI code
0165-1765(1993)42:4<335:SIFBRU>2.0.ZU;2-D
Abstract
Standard t-tests can be severely biased in the presence of trended reg ressors and serially correlated errors. Veall (Economics Letters, 1986 , 21, 41-44) presented simulation evidence that traditional bootstrapp ing does not substantially reduce this bias. Subsequent research has d eveloped a number of refinements to the bootstrap including accelerate d bias correction, prepivoting and iterated bootstrapping. The models considered by Veall were re-examined employing these refinements. It w as found that substantial improvements are possible, particularly from prepivoting and iterated bootstrapping.