Manual Event (Session ID,DateTime,Event) = lchghcm4m1o4g6167gv71mtk2c 20240416231254 /communities/i-have-another-question-homogeneity-of-variances-was-violated-how-do-i-continue/

I have another question. Group sizes are unequal in my sample because of some practical reasons. What would be the risk if the assumption of homogeneity of variances is violated in this case?

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Mani

5 August 2020

I have another question. Group sizes are unequal in my sample because of some practical reasons. What would be the risk if the assumption of homogeneity of variances is violated in this case?

I have another question. Group sizes are unequal in my sample because of some practical reasons. What would be the risk if the assumption of homogeneity of variances is violated in this case?

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lovenature2000@hotmail.com

5 August 2020

You are welcome!

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Mani

5 August 2020

Thank you.

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lovenature2000@hotmail.com

5 August 2020

If group sizes are vastly unequal and homogeneity of variance is violated, then the F statistic might be biased when large sample variances are associated with small group sizes. When this occurs, the significance level will be underestimated, which can cause the null hypothesis to be falsely rejected.

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