remiod - Reference-Based Multiple Imputation for Ordinal/Binary Response
Reference-based multiple imputation of ordinal and binary responses under Bayesian framework, as described in Wang and Liu (2022) <arXiv:2203.02771>. Methods for missing-not-at-random include Jump-to-Reference (J2R), Copy Reference (CR), and Delta Adjustment which can generate tipping point analysis.
Last updated 2 years ago
bayesiancontrol-basedcopy-referencedelta-adjustmentgeneralized-linear-modelsglmjagsjump-to-referencemcmcmissing-at-randommissing-datamissing-not-at-randommultiple-imputationnon-ignorableordinal-regressionpattern-mixture-modelreference-basedstatisticscpp
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