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Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference Mar 14, 2024 - PN 2-7 Reiser, Philipp; Aguilar, Javier Enrique; Guthke, Anneli; Bürkner, Paul-Christian, 2024, "Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference", https://doi.org/10.18419/darus-4093, DaRUS, V1 This code allows to replicate key experiments from our paper: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. For further details, please refer to the README.md.
analytic_model.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 12.2 KB - MD5: 5a5b05bfd7f5325a59640df493b1b879
eval_logistic_sigma_a.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 4.4 KB - MD5: 453bcad1a7681fbc5dc19107d331ae02
eval_sbc_logistic_helpers.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 3.1 KB - MD5: ae9772754376d5235a8dc6767ebf9990
eval_sbc_logistic.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 6.8 KB - MD5: 85ec9aca05f165773c0e69e5e5adc6ff
fit_2-step.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 4.2 KB - MD5: 8d343902c87ad980310aa6709c298096
get_data.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 7.9 KB - MD5: 3a3b9cc5004bb9434643d1095dfda186
helpers_pce.R Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference R Syntax - 1.2 KB - MD5: ce00ad488f3251eddb95d354a2c5ddea
intercept_slope_config.yml Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference application/x-yaml - 828 B - MD5: 3c75b1d55fce68a379eef85efcaf6972
logistic_config.yml Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference application/x-yaml - 379 B - MD5: 086d8aefe3bb68858c57084d9146c2c6

Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

Mar 14, 2024 - PN 2-7

Reiser, Philipp; Aguilar, Javier Enrique; Guthke, Anneli; Bürkner, Paul-Christian, 2024, "Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference", https://doi.org/10.18419/darus-4093, DaRUS, V1

This code allows to replicate key experiments from our paper: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. For further details, please refer to the README.md.

analytic_model.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 12.2 KB -

eval_logistic_sigma_a.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 4.4 KB -

eval_sbc_logistic_helpers.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 3.1 KB -

eval_sbc_logistic.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 6.8 KB -

fit_2-step.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 4.2 KB -

get_data.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 7.9 KB -

helpers_pce.R

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

R Syntax - 1.2 KB -

intercept_slope_config.yml

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

application/x-yaml - 828 B -

logistic_config.yml

Mar 14, 2024 - Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference

application/x-yaml - 379 B -

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