Wild multiplicative bootstrap for M and GMM estimators in time series

We introduce a wild multiplicative bootstrap for M and GMM estimators in nonlinear models when autocorrelation structures of moment functions are unknown. The implementation of the bootstrap algorithm does not require any parametric assumptions on the data generating process. After proving its valid...

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Bibliographic Details
Main Authors: Francesco Audrino, Lorenzo Camponovo, Constantin Roth
Format: Article
Language:English
Published: AIMS Press 2019-04-01
Series:Quantitative Finance and Economics
Subjects:
Online Access:https://www.aimspress.com/article/10.3934/QFE.2019.1.165/fulltext.html