A Multiple Directional Decision Procedure for Successive Comparisons of Treatment Effects

Publication Type

Journal Article

Publication Date

9-2003

Abstract

Suppose that the k treatments under comparison are ordered in a certain way. For example, there may be a sequence of increasing dose levels of a drug. It is interesting to look directly at the successive differences between the treatment effects μi's, namely the set of differences μ2-μ1, In particular, directional inferences on whether μiμi+1 for i=1,...,k-1 are useful. Lee and Spurrier (J. Statist. Plann. Inference 43 (1995) 323) present a one- and a two-sided confidence interval procedures for making successive comparisons between treatments. In this paper, we develop a new procedure which is sharper than both the one- and two-sided procedures of Lee and Spurrier in terms of directional inferences. This new procedure is able to make more directional inferences than the two-sided procedure and maintains the inferential sensitivity of the one-sided procedure. Note however this new procedure controls only type III error, but not type I error. The critical point of the new procedure is the same as that of Lee and Spurrier's one-sided procedure. We also propose a power function for the new procedure and determine the sample size necessary for a guaranteed power level. The application of the procedure is illustrated with an example

Keywords

Critical points, Directional decision, Multivariate-t distribution, Pairwise comparisons, Simultaneous confidence intervals

Discipline

Econometrics | Economics

Research Areas

Econometrics

Publication

Journal of Statistical Planning and Inference

Volume

116

Issue

1

First Page

49

Last Page

59

ISSN

0378-3758

Identifier

10.1016/s0378-3758(02)00237-9

Publisher

Elsevier

Additional URL

https://doi.org/10.1016/s0378-3758(02)00237-9

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