The formulation of causal effects of the intervention in dynamic systems(<Special Issue>TOTAL OPERATIONS MANAGEMENT)

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概要

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• In the case where tim.e series data is generated by dynamic systems with stationary process, we consider a problem, in which a control plan of a treatment variable is conducted in order to bring a response variable close to a target value with variation reduction. In order to achieve this aim,, we describe the data generating process in dynamic systems as directed graphs with the frequency domain. In this framework, we provide the formulation of an optimal control plan concerning a certain treatment variable. Based on the formulation, we clarify the properties of causal effects when conducting a control plan. The results enable us to evaluate the effect of a control plan from time series data.

• バイオメディカル・ファジィ・システム学会の論文

著者

• Kuroki Manabu

  Sytems Innovation Dept., Osaka University

• Shingaki Ryusei

  Research & Development Center, Toshiba Corporation

• Shingaki Ryusei

  Research & Development Center, Toshiba Corporation

関連論文

• The formulation of causal effects of the intervention in dynamic systems(TOTAL OPERATIONS MANAGEMENT)

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