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UsingStackImpute5 years ago
Example analysis using standard imputation stacking | Example analysis using modified imputation stacking allowing for compatibility of the imputation and analysis models | A note on stack structure | Example analysis addressing not-at-random missingness through stacked and weighted analysis | Example analysis addressing not-at-random missingness using the method of Tompsett et al. (2018)
SynDI Example 1: Binary Response5 years ago
Example 1: Binary Y, simulation II in the manuscript | Install/load SynDI | Settings | Create external models | Create internal data set | Step 1: convert the external model information into the synthetic data | Step 2: Multiple imputation | Step 3: Stack M imputed datasets | Step 4: Calculate population-specific weights | Step 5: Estimation
SynDI Example 2: Continuous Response5 years ago
Example 2: Continuous Y, additional simulation 1 in the Supporting Material | Install/load SynDI | Settings | Create external models | Create internal data set | Step 1: convert the external model information into the synthetic data | Step 2: Multiple imputation | Step 3: Stack M imputed datasets | Step 4: Calculate population-specific weights | Step 5: Estimation
Bayesian Mediation Analysis in R5 years ago
Installation | Example problem | Reference