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Canonical Regression for Overall Statistics of Multivariate Data (250 Patients)

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Machine Learning in Medicine - a Complete Overview

Abstract

To assess in datasets with multiple predictor and outcome variables, whether canonical analysis, unlike traditional multivariate analysis of variance (MANOVA), can provide overall statistics of combined effects.

This chapter was previously published in “Machine learning in medicine-cookbook 1” as Chap. 12, 2013.

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Cleophas, T.J., Zwinderman, A.H. (2015). Canonical Regression for Overall Statistics of Multivariate Data (250 Patients). In: Machine Learning in Medicine - a Complete Overview. Springer, Cham. https://doi.org/10.1007/978-3-319-15195-3_27

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