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Article citations


Kirk, R. (2012) Experimental Design: Procedures for Behavioral Sciences. Sage Publications, Thousand Oaks.

has been cited by the following article:

  • TITLE: Using Excel to Explore the Effects of Assumption Violations on One-Way Analysis of Variance (ANOVA) Statistical Procedures

    AUTHORS: William Laverty, Ivan Kelly

    KEYWORDS: Excel, One-Way ANOVA, Assumption Violations, t-Distribution, Cauchy Distribution

    JOURNAL NAME: Open Journal of Statistics, Vol.9 No.4, August 13, 2019

    ABSTRACT: To understand any statistical tool requires not only an understanding of the relevant computational procedures but also an awareness of the assumptions upon which the procedures are based, and the effects of violations of these assumptions. In our earlier articles (Laverty, Miket, & Kelly [1]) and (Laverty & Kelly, [2] [3]) we used Microsoft Excel to simulate both a Hidden Markov model and heteroskedastic models showing different realizations of these models and the performance of the techniques for identifying the underlying hidden states using simulated data. The advantage of using Excel is that the simulations are regenerated when the spreadsheet is recalculated allowing the user to observe the performance of the statistical technique under different realizations of the data. In this article we will show how to use Excel to generate data from a one-way ANOVA (Analysis of Variance) model and how the statistical methods behave both when the fundamental assumptions of the model hold and when these assumptions are violated. The purpose of this article is to provide tools for individuals to gain an intuitive understanding of these violations using this readily available program.