Questions tagged [multiple-imputation]
Use this tag for questions involving multiple imputation, which refers to a set of stochastic imputation routines aimed at preserving the multivariate features of the data.
3 questions from the last 30 days
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Restrict training data to only rows with values for most important variable? [closed]
My training data is mostly missing values for the feature that I know will be the most important variable. This missingness is semi-random. For example, I know the value is missing for this feature ...
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Estimating the total fuel use for a fleet of delivery trucks that have completed multiple trips, where some individual trip fuel usages are missing
I am working on a project to estimate the total fuel use for a fleet of delivery trucks that have each completed multiple trips. For many trips, the exact fuel usage is recorded, but for a significant ...
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I am using multiple imputation by chained equations on a logistic regression model; can I use Rubin's Rules to get CIs for the marginal effect?
I've got a binary outcome, 10-20 predictors (some numeric, some binary). There is one focal predictor. I would like to present the effect as a marginal effect (i.e., an adjusted prevalence difference),...
