ON POWER FUNCTION OF A SOMETIMES POOL TEST PROCEDURE IN A ANOVA MODEL – II: A THEORETICAL / NUMERICAL INVESTIGATION

Authors

  • Rakesh Srivastava Department of Statistics Faculty of Science The M.S. University of Baroda, Vadodara – 390 002.
  • Vilpa Tanna Department of P and SM, Medical College, Rajkot- 360 001.

Keywords:

Random-effects model (ANOVA model-Ii), test procedure, power nuisance parameter, preliminary test of significance

Abstract

The present paper deals with a hypothesis testing problem based on conditional specification in a three-way random effect model. A sometimes pool test procedure using two preliminary tests has been proposed for testing the main hypothesis. The power of the proposed test has been proposed for test has been derived. Numerical study of the power and size has been made for certain sets of degrees of freedom. It is found that the power of the proposed test procedure is more than that of the test procedure proposed by Gupta and Singh (1977), for certain set of values of the nuisance parameters. Thus, the proposed method is an improvement over the existing test procedure, incorporating one preliminary test of significance.

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References

Bachhofer, R.E. (1951). The effect of preliminary tests of significance on the

size and power of certain tests of univariate linear hypothesis. Unpublished

Ph.D. thesis, Columbia Universityt.

Bozivich, H., Bancroft, T.A. and Hartley, H.O. (1956). Power of ANOVA test

procedure for ISM – I, Ann. Math. Stat. 27, 1017 – 1043.

Gupta V. P. and Srivastava, S. R (1968): Inference for a linear hypothesis

model using two preliminary tests of significance, Trabajos De Estadistic Y de

Investigation Operativa, 75 – 105.

Gupta, V. P. and Singh, U. (1977). Ph.D. thesis, ‘inference for incompletely

specified models in analysis of variance and life data’, University of

Rajasthan, Jaipur (INDIA).

Gupta, V. P. and Agrawal, B. L. (1981). Approximate power of test

procedures based on two preliminary tests in the mixed models, JISAS, 56 –

Paull, A.E. (1950). On a preliminary test of pooling mean squares in the

analysis of variance, Ann. Math. Stat, 539 – 56.

Saxena, K. P. and Srivastava, S. R (1970). Inference for a linear hypothesis

model using two preliminary tests of significance, Bull. Math. Stat., Japan, 83

– 102.

Singh, U. and Gupta, V. P. (1976). Bias and MSE of an estimation procedure

after PTS for three – way layout in ANOVA model – II, Sankhya, 38, Ser. B,

Pt. 3, 164 – 178.

Srivastava, S. R. and Bozivich, H. (1961). Power for certain ANOVA test

procedures involving PTS, 33rd session of international statistical institute,

Paris.

Srivastava, R. and Tanna, V. (2001). An estimation procedure for error

variance incorporating PTS for random effects model under LINEX loss

function, Communications in Statistics (Theory and Methods), vol. 30, (12)

-2599.

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Published

2009-06-01

How to Cite

Srivastava, R. ., & Tanna, V. . (2009). ON POWER FUNCTION OF A SOMETIMES POOL TEST PROCEDURE IN A ANOVA MODEL – II: A THEORETICAL / NUMERICAL INVESTIGATION. Journal of Reliability and Statistical Studies, 2(1), 1–13. Retrieved from https://journals.riverpublishers.com/index.php/JRSS/article/view/22081

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