TESTING ORDERED-ALTERNATIVES IN THE PRESENCE OF INCOMPLETE DATA

Authors
Citation
M. Alvo et P. Cabilio, TESTING ORDERED-ALTERNATIVES IN THE PRESENCE OF INCOMPLETE DATA, Journal of the American Statistical Association, 90(431), 1995, pp. 1015-1024
Citations number
17
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Volume
90
Issue
431
Year of publication
1995
Pages
1015 - 1024
Database
ISI
SICI code
Abstract
In testing the Dull hypothesis of no treatment effects in a randomized block experiment, a researcher may restrict attention to an ordered a lternative and thereby increase the power of his test. Jonckheere and later Page proposed such test statistics based on the Kendall and Spea rman correlation coefficients. Motivated by notions of distance betwee n permutations, we generalize Jonckheere's and Page's tests to the sit uation in which one or more observations are missing from one or more blocks. Conditional on the pattern of missing observations, the result ing statistics are shown to be asymptotically normal. For a particular pattern of missing observations, the asymptotic efficiency of the ext ended Page test is found, in many cases, to be not much lower than for the standard Page test.