This function implements sum preserving rounding. If the supplied data is a matrix, then the sum of all row entries is preserved.
● Data Source:
CranContrib
● Keywords: Rounding
● Alias: sumpreserving.rounding
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Computes the Rhat statistic for a mids object.
● Data Source:
CranContrib
● Keywords: Convergence, Rhat statistic
● Alias: Rhat.mice
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Converts a mids object into a format recognized by the multilevel software MLwiN.
● Data Source:
CranContrib
● Keywords:
● Alias: mids2mlwin
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Imputation by a weighted linear normal regression.
● Data Source:
CranContrib
● Keywords: Sampling weights, mice imputation method
● Alias: mice.impute.weighted.norm
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Writes a list of multiply imputed datasets.
● Data Source:
CranContrib
● Keywords:
● Alias: write.datlist
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This imputation method imputes a variable using linear regression with predictive mean matching as the imputation method. Including a contextual effects means that an aggregated variable at a cluster level is included as a further covariate.
● Data Source:
CranContrib
● Keywords: mice imputation method
● Alias: mice.impute.2l.contextual.pmm
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This function imputes a variable with missing values using PLS regression (Mevik & Wehrens, 2007) for a dimension reduction of the predictor space.
● Data Source:
CranContrib
● Keywords: Dimension reduction, Partial least squares regression (PLS), mice imputation method
● Alias: mice.impute.2l.pls, mice.impute.2l.pls2
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This function evaluates a string as an R expression.
● Data Source:
CranContrib
● Keywords: R utilities
● Alias: Reval
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Some multivariate descriptive statistics for weighted datasets in miceadds. A list of (nested) multiply imputed data sets is also allowed as input.
● Data Source:
CranContrib
● Keywords: Descriptives
● Alias: ma.wtd.statNA
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This function imputes values of a variable for which the mean and the standard deviation of the posterior distribution is known.
● Data Source:
CranContrib
● Keywords: mice imputation method
● Alias: mice.impute.2l.eap
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