Summary
In this paper the nonparametric several sample scale problem is considered and some tests are proposed for the hypothesis of homogeneity versus ordered alternatives. These tests are based on statistics that are weighted linear combinations of Sugiura (1965,Osaka J. Math.,2, 385–426) type statistics proposed for testing homogeneity of scale against the omnibus alternative. For each class of test statistics suggested, the member with maximum Pitman efficiency is identified. The optimal statistics are compared with their parametric and nonparametric competitors.
Similar content being viewed by others
References
Bhapkar, V. P. and Deshpande, J. V. (1968). Some nonparametric tests for multisample problems,Technometrics,10, 578–585.
Barlow, R. E., Bartholomew, D. J., Bremner, J. M. and Brunk, H. D. (1972).Statistical Inference under Order Restrictions, John Wiley and Sons, New York.
Chacko, V. J. (1963). Testing homogeneity against ordered alternatives,Ann. Math. Statist.,34, 945–956.
Deshpande, J. V. (1978/79). Tests based onc-plets of observations for homogeneity against ordered alternatives,S. C. Das Memorial Volume, published by Utkal University, India, 19–25.
Govindarajulu, Z. and Gupta, G. D. (1978). Tests for homogeneity of scale against ordered alternatives,Trans. of the 8th Prague Conference on Information Theory, Statistical Decision Functions, Random Processess (ed. J. Kožešnik, et al.), Academia Publishing House, Prague, Volume A, 235–245.
Govindarajulu, Z. and Haller, H. S. (1977).c-sample tests of homogeneity against ordered alternatives,Proceedings of the symposium to honour Jerzy Neyman (ed. R. Bartoszynski, et al.), Polish Scientific Publishers, Warszawa, 91–102.
Jonckheere, A. R. (1954). A distribution-freek-sample test against ordered alternatives,Biometrika,41, 133–135.
Puri, M. L. (1965). Some distribution-freek-sample rank tests of homogeneity against ordered alternatives,Commun. Pure Appl. Math.,18, 51–63.
Rao, C. R. (1966).Linear Statistical Inference and its Applications, Second Printing, John Wiley and Sons, New York.
Sugiura, N. (1965). Multisample and multivariate nonparametric tests based onU statistics and their asymptotic efficiencies,Osaka J. Math.,2, 385–426.
Author information
Authors and Affiliations
About this article
Cite this article
Rao, K.S.M. Nonparametric tests for homogeneity of scale against ordered alternatives. Ann Inst Stat Math 34, 327–334 (1982). https://doi.org/10.1007/BF02481031
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/BF02481031