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First draft for plot_moments function (work-in-progress) #163

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@hanneoberman hanneoberman commented Oct 14, 2024

How to scale the statistics to make this as informative as possible (e.g. variance vs SD). And should the imputed data be the imputed values only, or the statistics after pooling? I'm also considering plotting the between-imputation variability instead of the average statistics on the imputed data only.

imp <- mice::mice(mice::nhanes, print = FALSE)
ggmice:plot_moments(imp)

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@hanneoberman hanneoberman marked this pull request as draft October 21, 2024 07:30
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hanneoberman commented Oct 28, 2024

Alternative plotting function: difference between observed and imputed, but standardized wrt the observed data

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