Proper Scoring Rules for Missing Value Imputation


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Documentation for package ‘Iscores’ version 1.1.0

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class.balancing Balancing of Classes
combine2Forests Combining projection forests
combineForests Combining a list of forest
compute_drScore compute the density ratio score
densityRatioScore Computation of the density ratio score
doevaluation doevaluation: compute the imputation KL-based scoring rules
Iscores Iscores: compute the imputation KL-based scoring rules
sample.vars.proj Sampling of Projections
truncProb Truncation of probability