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Comparison of Confidence Intervals on Variance Component In a Simple Linear Regression Model with Unbalanced Nested Error Structure

  • Park, Dong Joon (Division of Mathematical Sciences, Pukyong National University) ;
  • Park, Sun-Young (Division of Mathematical Sciences, Pukyong National University) ;
  • Han, Man-Ho (Division of Mathematical Sciences, Pukyong National University)
  • 발행 : 2002.08.01

초록

In applications using a linear regression model with nested error structure, one might be interested in making inferences concerning variance components. This article proposes approximate confidence intervals on the variance component of the primary level in a simple linear regression model with an unbalanced nested error structure. The intervals are compared using computer simulation and recommendations are provided for selecting an appropriate interval.

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참고문헌

  1. Communications in Statistics-Theory and Methods v.23 no.7 Short Confidence Intervals for Variance Components El-Bassiouni, M. Y. https://doi.org/10.1080/03610929408831364
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  9. Journal of Statistical Computation v.35 Confidence Intervals on Linear Combinations of Variance Components Ting, N.;Burdick, R.K.;Graybill, F. A.;Jeyaratnam, S.;Lu, T.-F. C. https://doi.org/10.1080/00949659008811240

피인용 문헌

  1. Interval Estimation for Sum of Variance Components in a Simple Linear Regression Model with Unbalanced Nested Error Structure vol.10, pp.2, 2003, https://doi.org/10.5351/CKSS.2003.10.2.361