Exact Tests for Variance Ratios in Unbalanced Random Effect Linear Models

  • 발행 : 1996.12.01

초록

In this paper, we propose a method for an exact test of H : $p_i$ = $r_i$ for all i against K : $p_i$ $\neq$ $r_i$ for some i in an unbalanced random effect linear model, where $p_i$ denotes the ratio of the i-th variance component to the error variance. Then we present a method to test H : $p_i$ $\leq$ r against K : $p_i$> r for some specific i by applying orthogonal projection on the model. We also show that any test statistic that follows an F-distribution on the boundary of the hypotheses is equal to the one given here.

키워드

참고문헌

  1. Applied. Statistics v.33 The distribution of a linear combination of central X² random variables Fareborther, R. W.
  2. Biometrics v.43 Exact tests for the main effects of variance components in an unbalanced random two-way model Khuri A. I.;Little, R. C.
  3. Communications in Statistics Theory and Methods v.17 On the role of MINQUE in testing of hypotheses under mixed linear models Kleffe, J.;Seiferf, B.
  4. Journal of American Statistical Association v.86 Some alternatives to Wlals's confidence intervl and test Lin, T. -H.;Harvolle D. A.
  5. Journal of Multivariate Analysis v.1 Estimation of variance and covariance components MINQUE Theory Rao, C. R.
  6. Linear statistical inference ans its applications Rao, C. R.
  7. The Annals of Statistics v.11 Applying Wals's variance components models Seely, J. F.;El-Bassiouni, Y.
  8. Annals of Mathematical Statistics v.38 Optimum invariant tests in unbalanced variaince componetns model Spjotvoll, E.
  9. Revew International Statistics Institute v.36 Confldence intervals and tests for variance ratios in unbalanced variance components models Spjotvoll, E.
  10. The Annals of Statistics v.3 Testing hypothesis in unballansed variance components models for two-layouts Thomsen, I.
  11. The Annals of Mathematical Statistics v.11 A note on the analysis of variance with unequal class frequencies Wald, A.
  12. The Annsld of Mathematical Statistics v.12 On the analysis of variance in case of multiple classification with unequal frequencies Wald, A.
  13. The Annals of Mathematical Statistics v.18 A note on regression analysis Wald, A.