Improving Some Multiple Comparison Procedures
Felzenbaum, Alexander ; Hart, Sergiu ; Hochberg, Yosef
Ann. Statist., Tome 11 (1983) no. 1, p. 121-128 / Harvested from Project Euclid
Genizi and Hochberg (1978) recommended using Contrast Set Preserving (CSP) procedures in the class of $T(Q)$ procedures for multiple comparisons in general unbalanced designs based on partial results. They did not, however, propose a general method for selecting a specific CSP procedure, or for replacing a given non-CSP procedure with a better CSP one. In this work we identify a certain orthogonal transformation of non-CSP procedures into CSP ones and give a sufficient condition for the uniform dominance (shorter confidence intervals for all contrasts) of the latter over the former. Two important implications of the given condition are: (i) Applying the given transformation to Spjotvoll and Stoline's (1973) $T$'-procedure in any unbalanced ANOVA gives a uniformly improved procedure. (ii) In any arbitrary design, our transformation gives uniform improvement if the original procedure is "nearly CSP."
Publié le : 1983-03-14
Classification:  Generalized $t$-method,  unbalanced designs,  contrasts,  orthogonal transformations,  62F99,  62F25
@article{1176346063,
     author = {Felzenbaum, Alexander and Hart, Sergiu and Hochberg, Yosef},
     title = {Improving Some Multiple Comparison Procedures},
     journal = {Ann. Statist.},
     volume = {11},
     number = {1},
     year = {1983},
     pages = { 121-128},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1176346063}
}
Felzenbaum, Alexander; Hart, Sergiu; Hochberg, Yosef. Improving Some Multiple Comparison Procedures. Ann. Statist., Tome 11 (1983) no. 1, pp.  121-128. http://gdmltest.u-ga.fr/item/1176346063/