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xamples for Bayesian Mediation Analysis with BART (bmabart)1 years ago
Package installation | Data Organization and Transformation | Perform the analysis and summarize the result | Perform BMA with BART adding covariates | Multiple Predictors | Using the outputs of bma.bart | References
Examples for Bayesian Mediation Analysis4 years ago
Package installation | The Data Set | Data Transformation and Organization | The function $bma.bx.cy$ for Bayesian mediation analysis | Categorical predictor | use transfered continuous predictors for y | Binary outcome | Time-to-Event outcome | Categorical outcome | References
Examples for Multilevel Mediation Analysis4 years ago
Package installation | A simulated dataset | Data Transformation and Organization | The function $mlma$ for multilevel mediation analysis | The $summary$ function for multilevel mediaiton analysis | The plot function for the mlma object | Make Inferences on Multilevel Mediation effect | References
Examples for Third-Variable Effect Analysis4 years ago
Package installation | Data Organization and Identify Potential Mediators/Confounders | One binary/continuous predictor and one binary/continuous outcome | Survival outcome | Multivariate predictors | Multivariate outcomes | Binary predictor and binary outcome | Statistical Inference on TVE Analysis | Plots of the fitted mma object from boot.med | Combined function for multiple TVE analysis | References
Examples for Big Data Mediation Analysis4 years ago
Package installation | Data Organization and Identify Potential Moderators/Confounders | One binary/continuous predictor and one binary/continuous outcome | Survival outcome | Multivariate predictors | Multivariate outcomes | Binary predictor and continuous outcome | Combined function for multiple TVE analysis with big data sets | Plots of the fitted mma object from boot.med | References