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  • 标题:Convergence of a Randomised Change Point Estimator in GARCH Models
  • 本地全文:下载
  • 作者:George Awiakye-Marfo ; Joseph Mung’atu ; Patrick Weke
  • 期刊名称:Journal of Mathematical Finance
  • 印刷版ISSN:2162-2434
  • 电子版ISSN:2162-2442
  • 出版年度:2021
  • 卷号:11
  • 期号:2
  • 页码:234-245
  • DOI:10.4236/jmf.2021.112013
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:In this paper, the randomised pseudolikelihood ratio change point estimator for GARCH models in [1] is employed and its limiting distribution is derived as the supremum of a standard Brownian bridge. Data analysis to validate the estimator is carried out using the United states dollar (USD)-Ghana cedi (GHS) daily exchange rate data. The randomised estimator is able to detect and estimate a single change in the variance structure of the data and provides a reference point for historic data analysis.
  • 关键词:GARCH;Randomised;Limiting Distribution;Brownian Bridge;Volatility;CUSUM;IGARCH;Supremum
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