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
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article

Bayesian Imputation of Revolving Doors

Zenodo (CERN European Organization for Nuclear Research)
Emergency and Acute Care Studies
article

Bayesian Imputation of Revolving Doors

article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 46%
Emergency and Acute Care Studies
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