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I have three different samples and I would like to check if the means for them differ from each other statistically. I know it is not true if I run 3 different t-test between pairs. I searched and saw ANOVA test can help. But in this case I don't have any response variable (dependent) to run the ANOVA. I have just three independent variables. (3 lists of continuous variables).

It would be really appreciated if anyone can help me. Thanks

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1 Answer 1

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The response variable is the measurement i.e. your data.

The predictor (independent variable) is the group/sample/list to which each observation belongs.

Then you would do your ANOVA with this response variable and predictor.

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  • $\begingroup$ So, in this situation my predictor variables are categorical (1, 2, and 3). Right? $\endgroup$
    – shayan
    Commented Aug 17, 2020 at 18:06
  • $\begingroup$ Exactly! Depending on your software implementation, you might have to use a command like as.factor to clarify that $1<2$ doesn't apply and are just arbitrary labels of the groups. $\endgroup$
    – Dave
    Commented Aug 17, 2020 at 18:19
  • $\begingroup$ Thank you very much. $\endgroup$
    – shayan
    Commented Aug 17, 2020 at 18:34

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