Meta-Uncertainty represents a fully probabilistic framework for quantifying the uncertainty over Bayesian posterior model probabilities (PMPs) using meta-models. Meta-models integrate simulated and observed data into a predictive distribution for new PMPs and help reduce overconfidence and estimate the PMPs in future replication studies.
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README.md
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Markdown Text - 1.6 KB - MD5: f60179a9c99f2b2a3ab7a9ce90e645fc
README.Rmd
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
R Notebook - 1.8 KB - MD5: 5a446fd53ba69a6109f47ef785d2fb10
renv.lock
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Unknown - 36.5 KB - MD5: d3d3a2be6e47aff180f69d1ed357675b
requirements.txt
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Plain Text - 3.0 KB - MD5: 46f7a8dee5f2a982a56be12542d8b888
.Rprofile
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Unknown - 26 B - MD5: 57f9047cb06fdbef821b61f49e21406e
SEIR.Rd
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Unknown - 606 B - MD5: a8a77905d85670fab9169bc76c4c5c86
seir_simulator.R
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
R Syntax - 1.1 KB - MD5: 323edfd0af8f06ac3d88bbc890f1ee6a
settings.dcf
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Unknown - 238 B - MD5: 65056d079cd1e121a1128da4f3c2590e
simulate_data_and_pmps.R
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
R Syntax - 3.0 KB - MD5: bd3e02affb2f7e7b3d10076e0f3b4f10
simulate_data_and_pmps.Rd
May 25, 2023 - Replication Code for: Meta-Uncertainty in Bayesian Model Comparison
Unknown - 679 B - MD5: fc357468fc11d54cabff4439a3fc4839
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