The estimated causal effect on the variance based on the front-door criterion in gaussian linear structural equation models: an unbiased estimator with the exact variance

HIGHLIGHTS

  • who: Manabu Kuroki from the Department of Mathematical Science, Yokohama National University, Tokiwadai, Hodogaya-ku, Yokohama, Japan have published the Article: The estimated causal effect on the variance based on the front-door criterion in Gaussian linear structural equation models: an unbiased estimator with the exact variance, in the Journal: (JOURNAL)
  • what: The authors provide the exact variance formula of the proposed unbiased estimator.
  • how: In this situation when the ordinary least squares method is utilized to estimate the total effect the authors formulate the unbiased estimator of the causal effect on the . . .

     

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