The power functions of the likelihood ratio tests for a simply ordered trend in normal means
- 1 January 1989
- journal article
- research article
- Published by Taylor & Francis in Communications in Statistics - Theory and Methods
- Vol. 18 (7) , 2351-2392
- https://doi.org/10.1080/03610928908830042
Abstract
Likelihood ratio tests for the homogeneity of k normal means with the alternative restricted by an increasing trend are considered as well as the likelihood ratio tests of the null hypothesis that the means satisfy the trend. While the work is primarily a survey of results concerning the power functions of these tests, the extensions of some results to the case of not necessarily equal sample sizes are presented. For the case of known or unknown population variances, exact expressions are given for the power functions for k=3,4, and approximations are discussed for larger k. The topics of consistency, bias and monotonicity of the power functions are included. Also, Bartholomew's conjectures concerning minimal and maximal powers are investigated, with results of a new numerical study given.Keywords
This publication has 34 references indexed in Scilit:
- Tests for an Increasing Trend in the Intensity of a Poisson Process: A Power StudyJournal of the American Statistical Association, 1985
- Isotonic inference for populations related to the uniform distributionCommunications in Statistics - Theory and Methods, 1983
- On testing for ordered alternatives with increased sample size for a controlBiometrika, 1974
- Distribution of Likelihood Ratio in Testing Against TrendThe Annals of Mathematical Statistics, 1969
- Estimating and Testing Trend in a Stochastic Process of Poisson TypeThe Annals of Mathematical Statistics, 1966
- Efficient Utilization of Non-Numerical Information in Quantitative Analysis General Theory and the Case of Simple OrderThe Annals of Mathematical Statistics, 1963
- Testing Homogeneity Against Ordered AlternativesThe Annals of Mathematical Statistics, 1963
- A TEST OF HOMOGENEITY FOR ORDERED ALTERNATIVES. IIBiometrika, 1959
- A TEST OF HOMOGENEITY FOR ORDERED ALTERNATIVESBiometrika, 1959
- On the Distribution of the Likelihood RatioThe Annals of Mathematical Statistics, 1954