The MonoInc package in R seeks to clean data so that erroneous values are less effective statistically. Given a prespecified range, MonoInc will determine if an observation is <c3><a2><c2><80><c2><9c>unusual<c3><a2><c2><80><c2><9d>, and then replace the value at the user's will. MonoInc will impute on participant data individually, so that the number of time points need not be the same. MonoInc will also remove duplicate rows.
Combines many of the functions in the MonoInc package. Given a data range, weights, and imputation methods of choice, MonoInc will impute flagged values using either one or a combination of two imputation methods. It can also perform all single imputation methods for comparison.
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