Bayesian Imputation of Revolving Doors
Output files for the paper "Bayesian Imputation of Revolving Doors" (Voldoire, Ryder & Lahfa). https://arxiv.org/abs/2311.15257 Details of files: "results/ena_config_X.rds": result data for models X = 1-5 in study 1 "results/groups_config_X.rds": result data for models X = 1, 2 in study 2 "ena_prior.rds": analysis with another prior "phi_XX.rds": analysis of study 1, substantive model with different weights for phi "phi_all.rds": combination of multiple weights (used to study correlation across phis) "syn_power.rds": study on synthetic data, showing the data augmentation scheme "syn_miss.rds": study on synthetic data, showing that standard HMM behaves poorly when misspecified (motivating Markov switching) "ena_CVX.rds": cross-validation analysis of reconstruction loss for models in study 1. "groups_CVX.rds": cross-validation analysis of reconstruction loss for models in study 2. "convergence_analysis.rds": replication of models in study 1 to compute some Rhat on multiple chains.
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2024-10-06
- DOI
- https://doi.org/10.5281/zenodo.10365276
- Primary Topic
- Emergency and Acute Care Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00