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Assessing the need for transformation of response variables Public Deposited

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  • Violations of one or more of the assumptions made In analysis of variance (ANOVA) or linear regression analysis may lead to erroneous results. Often data will not conform to the assumptions implicit in the analyses, but transforming the data to a different scale may lead to an appropriate model. Before determining what transformation should be used, an investigator must first determine if the assumptions are valid, and If they are not valid, how they are being violated.
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