Genel tam faktöriyel deney tasarımlarda örneklem büyüklüğü ve güç tahmini

Year 2016, Volume 9, Issue 2, 79 - 86, 25.12.2016

Melike Kaya BAHÇECİTAPAR Özge KARADAĞ Serpil AKTAŞ

Abstract

Bu çalışmanın amacı, farklı boyutlardaki çok sayıda genel tam faktöriyel tasarımlar için örneklem büyüklüğü ve güç hesaplamalarıni yaparak, deney tasarımını kurmadan önce gereğinden fazla veri toplamanın neden olduğu kaynak israfını önlemektir. Bu hesaplamaların faktörlerin düzey sayısı, analizde kullanılan modeldeki ana etkilerin ortalamaları ve standart sapma gibi birçok faktöre dayalı olduğu görülmüştür.

Keywords

tam faktöriyel tasarım, istatistiksel güç, örneklem büyüklüğü, testin gücü

Estimation of sample size and power for general full factorial designs

Abstract

The aim of this study is to calculate sample size and power for several varieties of general full factorial designs, in order to help researchers to avoid the waste of resources by collecting surplus data before designing experiments. It was found out that the calculations were significantly affected by many factors in full factorial experimental designs, such as number of levels for each factor, number of replications, maximum difference between main effect means and standard deviation.

Keywords

full factorial design, statistical power, sample size, power of test

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