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Topic: "missing-not-at-random"

nbip/notMIWAE

Code accompanying the notMIWAE paper

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 1

madelinecraft/Mitigating-the-Influence-of-Missing-Data

This project demonstrates that inaccurate conclusions may be drawn from partially observed data and proposes a strategy for mitigating such conclusions.

Language: R - Size: 525 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

xsswang/remiod

R package for controlled multiple imputation of ordinal or binary responses with missing data in clinical study

Language: HTML - Size: 4.5 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Related Topics
missing-data 3 pattern-mixture-model 2 statistics 1 reference-based 1 r-package 1 ordinal-regression 1 non-ignorable 1 multiple-imputation 1 missing-at-random 1 mcmc 1 jump-to-reference 1 jags 1 glm 1 generalized-linear-models 1 delta-adjustment 1 copy-reference 1 control-based 1 bayesian 1 structural-equation-models 1 latent-variable-models 1 variational-inference 1 missing-values 1 missing-data-imputation 1 iwae 1 importance-weighted-autoencoder 1 importance-sampling 1 deep-generative-modelling 1