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  • 标题:ON DISCRETE SAMPLING OF TIME-VARYING CONTINUOUS-TIME SYSTEMS
  • 本地全文:下载
  • 作者:Peter Robinson
  • 期刊名称:Japanese Studies Programme Papers
  • 出版年度:2007
  • 出版社:Suntory Toyota International Centres for Economics and Related Disciplines
  • 摘要:We consider a multivariate continuous time process, generated by a system of linear stochastic differential equations, driven by white noise and involving coefficients that possibly vary over time. The process is observable only at discrete, but not necessarily equally-spaced, time points (though equal spacing significantly simplifies matters). Such settings represent partial extensions of ones studied extensively by A.R. Bergstrom. A model for the observed time series is deduced. Initially we focus on a first-order model, but higher-order ones are discussed in case of equally-spaced observations. Some discussion of issues of statistical inference is included
  • 关键词:Stochastic differential equations; time-varying ;coefficients; discrete sampling; irregular sampling
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