Arbeitspapier

Modelling Economic High-Frequency Time Series

In this paper we introduce the STAR-STGARCH model that can characterizenonlinear behaviour both in the conditional mean and the conditionalvariance. A modelling cycle for this family of models, consisting ofspecification, estimation, and evaluation stages is constructed.Misspecification tests for the estimated model are obtained using standardasymptotic distribution theory. We illustrate the actual modelling byapplying the STAR-STGARCH model family to two series of dailyobservations, the Swedish OMX index and the exchange rate JPY-USD.

Language
Englisch

Bibliographic citation
Series: Tinbergen Institute Discussion Paper ; No. 99-009/4

Classification
Wirtschaft
Subject
Schätztheorie
Zeitreihenanalyse
Theorie

Event
Geistige Schöpfung
(who)
Lundbergh, Stefan
Teräsvirta, Timo
Event
Veröffentlichung
(who)
Tinbergen Institute
(where)
Amsterdam and Rotterdam
(when)
1999

Handle
Last update
10.03.2025, 11:43 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Lundbergh, Stefan
  • Teräsvirta, Timo
  • Tinbergen Institute

Time of origin

  • 1999

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