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  • 标题:Distributional properties and parameters estimation of GSB Process: An approach based on characteristic functions
  • 本地全文:下载
  • 作者:Vladica Stojanović ; Gradimir V. Milovanović ; Gordana Jelić
  • 期刊名称:Latin American Journal of Probability and Mathematical Statistics
  • 电子版ISSN:1980-0436
  • 出版年度:2016
  • 卷号:XIII
  • 期号:2
  • 页码:835-861
  • 出版社:Instituto Nacional De Matemática Pura E Aplicada
  • 摘要:A general type of a Split-BREAK process with Gaussian innovations(henceforth, Gaussian Split-BREAK or GSB process) is considered. The basic sto-chastic properties of the model are studied and its characteristic function derived.A procedure to estimate the parameter of the GSB model based on the EmpiricalCharacteristic Function (ECF) is proposed. Our simulations suggest that the pro-posed method performs well compared to a Method of Moment procedure used asbenchmark. The empirical use of the GSB model is illustrated with an applicationto the time series of total values of shares traded at Belgrade Stock Exchange.
  • 关键词:GSB process; STOPBREAK process; Noise Indicator; Split–MA pro-;cess; Empirical characteristic function estimation.
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