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What goes into a good question?

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5. THEN, and ONLY THEN tell us what you’ve tried, why you aren’t happy, and so on.

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It is common that a variable that loads highly on two factors. In the ideal world, each variable would load highly on one and only one factor, but… life is not ideal! It means that that variable is a part of two latent variables or factors. The sign of the loading is fairly arbitrary.

As to further analysis, it depends on your goals and what you are trying to do and so on.

Peter

Dear Sir,

I have seen a book example that, Friedman test can be used as a nonparametric analogue of ‘Two way ANOVA without replication’. My question is whether Friedman test can also be used as a nonparametric analogue of ‘Two way ANOVA with replicates data.

Thanks in advance and regards,

Alam

I don’t see why not.