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CAS Exam MAS-II Fall 2018, Question 11

Study guide: Exam MAS-II

You are given the following three statements regarding parameter estimates of Linear Mixed Models using maximum likelihood (ML) estimation and residual maximum likelihood (REML) estimation.

  • I. ML estimates of the covariance parameters are biased.
  • II. The variance of the ML estimates of the fixed effects are biased.
  • III. The variance of the REML estimates of the fixed effects are unbiased.

Determine which of the preceding statements are true.

  • A) None are true
  • B) I and II only
  • C) I and III only
  • D) II and III only
  • E) The answer is not given by (A), (B), (C), or (D)

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