Multivariable Analysis

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Research Techniques Made Simple: Multivariable Analysis Marlies Wakkee Loes Hollestein Tamar Nijsten Department of Dermatology, Erasmus University Medical.
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Multivariable Analysis Marlies Wakkee, Loes M. Hollestein, Tamar Nijsten  Journal of Investigative Dermatology  Volume 134, Issue 5, Pages 1-5 (May 2014) DOI: 10.1038/jid.2014.132 Copyright © 2014 The Society for Investigative Dermatology, Inc Terms and Conditions

Figure 1 The role of a confounder versus an intermediate variable in the relationship between an independent variable and an outcome. (a) The association between an independent variable and an outcome may be confounded. That is, the confounder predicts the independent variable, predicts the outcome, and is not part of the causal pathway, leading to a triangular relationship. Thereby, the association between the independent variable and the outcome is (partly) explained by the confounder. (b) The role of an intermediate variable in the relation between an independent variable and an outcome. The intermediate variable is part of the causal pathway in the relationship between the independent variable and the outcome. Journal of Investigative Dermatology 2014 134, 1-5DOI: (10.1038/jid.2014.132) Copyright © 2014 The Society for Investigative Dermatology, Inc Terms and Conditions

Figure 2 An example of interaction in linear regression between psoriasis and age for the difference in carotid intima media thickness. If no interaction is present, the difference in intima media thickness will be equal for all ages. In the case of statistical interaction, the difference in intima media thickness depends on age. Journal of Investigative Dermatology 2014 134, 1-5DOI: (10.1038/jid.2014.132) Copyright © 2014 The Society for Investigative Dermatology, Inc Terms and Conditions

Journal of Investigative Dermatology 2014 134, 1-5DOI: (10. 1038/jid Copyright © 2014 The Society for Investigative Dermatology, Inc Terms and Conditions

Journal of Investigative Dermatology 2014 134, 1-5DOI: (10. 1038/jid Copyright © 2014 The Society for Investigative Dermatology, Inc Terms and Conditions