A nonparametric procedure for the analysis of balanced crossover designs |
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Authors: | Serge Tardif,Fran ois Bellavance,Constance Van Eeden |
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Affiliation: | Serge Tardif,François Bellavance,Constance Van Eeden |
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Abstract: | The authors propose nonparametric tests for the hypothesis of no direct treatment effects, as well as for the hypothesis of no carryover effects, for balanced crossover designs in which the number of treatments equals the number of periods p, where p ≥ 3. They suppose that the design consists of n replications of balanced crossover designs, each formed by m Latin squares of order p. Their tests are permutation tests which are based on the n vectors of least squares estimators of the parameters of interest obtained from the n replications of the experiment. They obtain both the exact and limiting distribution of the test statistics, and they show that the tests have, asymptotically, the same power as the F‐ratio test. |
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Keywords: | Balanced design carryover effect crossover design permutation test Williams design |
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