Summary
One-sample test problem for ‘stochastically more (or less) spread’ is defined and a family of tests with isotonic power is given. The problem is closely related to that for ‘longer (or shorter) tail’ in the reliability theory and the correspondence between them is shown.
To characterize the tests three spread preorders inR n and corre-sponding tail preorders inR n+ are introduced. Functions which are ‘monotone’ in these orders, and subsets which are ‘centrifugal’ or ‘centripetal’ with respect to these orders are studied. These notions generalize the Schur convexity.
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References
Barlow, R. E., Bartholomew, D. J., Bremner, J. M. and Brunk, H. D. (1972).Statistical Inference under Order Restrictions, John Wiley, New York, Chapter 6.
Barlow, R. E. and Doksum, K. A. (1972). Isotonic tests for convex orderings,Proc. 6th Berkeley Symp. Math. Statist. Prob., Vol. I, 293–323.
Barlow, R. E. and Proschan, F. (1966). Inequalities for linear combinations of order statistics from restricted families,Ann. Math. Statist.,37, 1574–1592.
Beckenbach, E. F. and Bellman, R. (1961).Inequalities, Springer-Verlag. (3rd printing, 1971).
Birnbaum, Z. W., Esary, J. D. and Marshall, A. W. (1966). Stochastic characterization of wear-out for components and systems,Ann. Math. Statist.,37, 816–825.
Doksum, K. A. (1969). Starshaped transformations and the power of rank tests,Ann. Math. Statist.,40, 1967–1976.
Fraser, D. A. S. (1957).Nonparametric Methods in Statistics, John Wiley, New York.
Lehmann, E. L. (1959).Testing Statistical Hypotheses, John Wiley, New York.
Marshall, W. W., Olkin, I. and Proschan, F. (1967). Monotonicity of ratios of means and other applications of majorization, Shisha, O. (ed.),Inequalities, Academic Press, 177–190.
Roberts, A. W. and Varberg, D. E. (1973).Convex Functions, Academic Press.
Yanagimoto, T. and Sibuya, M. (1973). Stochastic largerness and nonparametric inference: Distributions with heavy tail, Reports at Mathematical Society of Japan (in Japanese).
Yanagimoto, T. (1975). Nonparametric test of dispersion, Reports at Statistical Society of Japan (in Japanese).
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Yanagimoto, T., Sibuya, M. Isotonic tests for spread and tail. Ann Inst Stat Math 28, 329–342 (1976). https://doi.org/10.1007/BF02504750
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DOI: https://doi.org/10.1007/BF02504750