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What do you consider to be the difference between independent t-test and dependent t-test?

What non-parametric statistical analysis can you use if the data do not meet the assumptions of parametric analysis.

When do you use ANOVA?  

(ANOVA, which stands for Analysis of Variance, is a statistical test used to analyze the difference between the means of more than two groups.

A one-way ANOVA uses one independent variable, while a two-way ANOVA uses two independent variables)

If you cannot identify where the differences occur in groups,  What statistical procedure  can you apply? 

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