# Explain analysis of variance, multivariate statistics

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Explain analysis of variance, multivariate statistics, and non-parametric methods.

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1. Explain analysis of variance, multivariate statistics, and non-parametric methods

1. Analysis of variance

An analysis of variance is an analysis of the variation in the outcomes of an experiment to assess the contribution of each variable to the variation. It is a technique for analyzing the effect of categorical factors on a response. An ANOVA decomposes the variability in the response variable amongst the different factors. Depending upon the type of analysis, it may be important to determine: (a) which factors have a significant effect on the response, and/or (b) how much of the variability in the response variable is ...

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