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Berna Yazici

Anadolu University



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Evren Özkip

Anadolu University



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Ahmet Sezer

Anadolu University



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189 – Recent Developments in Multiple Testing

A Simulation Study for Pairwise Multiple Comparisons Under Heteroscedasticity

Sponsor: Section on Statistical Computing
Keywords: heteroscedasticity, generalized approach, parametric bootstrap approach, monte carlo method

Berna Yazici

Anadolu University

Evren Özkip

Anadolu University

Ahmet Sezer

Anadolu University

Generalized approach has been proved to be useful tools for making inferences in many practical problems. The parametric bootstrap approach is a type of Monte Carlo method applied on observed data. This approach can be applied in situations where samples or sample statistics are not easy to derive. In this paper, we consider simultaneous confidence intervals for one-way ANOVA under unequal variances. We compare two methods based on generalized approach and a parametric bootstrap approach. A Monte Carlo simulation study is conducted to evaluate type I error probabilities and powers of these methods under different scenarios.

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