Exact null distributions of quadratic distribution-free statistics for two-way classification

M.A. Wiel, van de

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Abstract

Abstract We present new techniques for computing exact distributions of `Friedman-type¿ statistics. Representing the null distribution by a generating function allows for the use of general, not necessarily integer-valued rank scores. Moreover, we use symmetry properties of the multivariate generating function to accelerate computations. The methods also work for cases with ties and for permutation statistics. We discuss some applications: the classical Friedman rank test, the normal scores test, the Friedman permutation test, the Cochran¿Cox test and the Kepner¿Robinson test. Finally, we shortly discuss self-made software for computing exact p-values. Author Keywords: Friedman statistic; Blocks; Ranks; Exact p-values; Generating functions; Symmetric polynomials Mathematical subject codes: 62E15; 62E30; 62G10
Original languageEnglish
Pages (from-to)29-40
JournalJournal of Statistical Planning and Inference
Volume120
Issue number1-2
DOIs
Publication statusPublished - 2004

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