Topic: Software, Reporting and Pitfalls

Writing Modular MICE Analysis Scripts

Validating Input Data with Automated Schema Checks

Using Configuration Files for Imputation Runs

Structuring a Reproducible MICE Project

Testing Invariants in Completed Datasets

Reproducible Random Streams for Parallel Imputation

Running MICE Checks in Continuous Integration

Serializing MICE Results for Later Use

Reporting the Implemented MICE Workflow

Recording Provenance for Imputed Datasets