Bayesian Imputation of Revolving Doors
Year: 2023
Type: article
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.
Authors: Voldoire, Théo, Ryder, Robin, Lahfa, Ryan
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6930072877
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