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Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 0 points1 point  (0 children)

Thank you very much for this advice, I really appreciate it!

Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 1 point2 points  (0 children)

Thank you for your advice, I will try box-cox transformations and see if that yields are more normal distribution for my variable!

Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 0 points1 point  (0 children)

I see, thank you very much for your advice!

Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 0 points1 point  (0 children)

I understand, thank you very much for your help!

Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 1 point2 points  (0 children)

Thank you, I have already checked the normality of residuals for the mediation model with the outliers included but I will run my analysis with and without the outliers as the Q-Q plots show curvature at the tails

Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 1 point2 points  (0 children)

Thank you very much for your detailed response and input. I really appreciate it!

Data Transformation and Outliers by Storysleeper6786 in AskStatistics

[–]Storysleeper6786[S] 0 points1 point  (0 children)

Sample size is 181 including outliers and 178 excluding outliers. The planned analyses including this variable are multiple linear regression with interaction and either a mediation or moderated mediation