A THRESHOLDING-BASED PREWHITENED LONG-RUN VARIANCE ESTIMATOR AND ITS DEPENDENCE-ORACLE PROPERTY

Statistical inference of time series data routinely relies on the estimation of long-run variances, defined as the sum of autocovariances of all orders. The current paper considers a new class of long-run variance estimators that first soaks up the dependence by a decision-based prewhitening filter,...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Statistica Sinica. in. - Institute of Statistical Science, Academia Sinica and International Chinese Statistical Association, 1991. - 28(2018), 1, Seite 319-338
1. Verfasser: Zhang, Ting (VerfasserIn)
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:Statistica Sinica. in
Schlagworte:Mathematics Biological sciences Applied sciences Physical sciences Information science