Joint leave-group-out cross-validation in Bayesian spatial models
Fuente:
arXiv
Saved in:
| Main Authors: | Cooper, Alex, Vehtari, Aki, Forbes, Catherine |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian cross-validation by parallel Markov Chain Monte Carlo
by: Cooper, Alex, et al.
Published: (2023)
by: Cooper, Alex, et al.
Published: (2023)
Model validation for aggregate inferences in out-of-sample prediction
by: Kennedy, Lauren, et al.
Published: (2023)
by: Kennedy, Lauren, et al.
Published: (2023)
Predictive Assessment and Comparison of Bayesian Survival Models for Cancer Recurrence
by: Suorsa, Saku, et al.
Published: (2026)
by: Suorsa, Saku, et al.
Published: (2026)
Automatic cross-validation in structured models: Is it time to leave out leave-one-out?
by: Adin, A., et al.
Published: (2023)
by: Adin, A., et al.
Published: (2023)
LOO-PIT predictive model checking
by: Tesso, Herman, et al.
Published: (2026)
by: Tesso, Herman, et al.
Published: (2026)
Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis
by: Riha, Anna Elisabeth, et al.
Published: (2024)
by: Riha, Anna Elisabeth, et al.
Published: (2024)
Bridge Sampling Diagnostics
by: Micaletto, Giorgio, et al.
Published: (2025)
by: Micaletto, Giorgio, et al.
Published: (2025)
Efficient scenario analysis in real-time Bayesian election forecasting via sequential meta-posterior sampling
by: Han, Geonhee, et al.
Published: (2025)
by: Han, Geonhee, et al.
Published: (2025)
A note on Bayesian R-squared for generalized additive mixed models
by: Jalilian, Abdollah, et al.
Published: (2024)
by: Jalilian, Abdollah, et al.
Published: (2024)
Efficient estimation and correction of selection-induced bias with order statistics
by: McLatchie, Yann, et al.
Published: (2023)
by: McLatchie, Yann, et al.
Published: (2023)
Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison
by: Sivula, Tuomas, et al.
Published: (2020)
by: Sivula, Tuomas, et al.
Published: (2020)
Distributional bias compromises leave-one-out cross-validation
by: Austin, George I., et al.
Published: (2024)
by: Austin, George I., et al.
Published: (2024)
Recommendations for visual predictive checks in Bayesian workflow
by: Säilynoja, Teemu, et al.
Published: (2025)
by: Säilynoja, Teemu, et al.
Published: (2025)
Detecting and diagnosing prior and likelihood sensitivity with power-scaling
by: Kallioinen, Noa, et al.
Published: (2021)
by: Kallioinen, Noa, et al.
Published: (2021)
Fast leave-one-cluster-out cross-validation using clustered Network Information Criterion (NICc)
by: Qiu, Jiaxing, et al.
Published: (2024)
by: Qiu, Jiaxing, et al.
Published: (2024)
Advances in projection predictive inference
by: McLatchie, Yann, et al.
Published: (2023)
by: McLatchie, Yann, et al.
Published: (2023)
Inside-out cross-covariance for spatial multivariate data
by: Peruzzi, Michele
Published: (2024)
by: Peruzzi, Michele
Published: (2024)
Simulation-Based Calibration Checking for Bayesian Computation: The Choice of Test Quantities Shapes Sensitivity
by: Modrák, Martin, et al.
Published: (2022)
by: Modrák, Martin, et al.
Published: (2022)
Posterior SBC: Simulation-Based Calibration Checking Conditional on Data
by: Säilynoja, Teemu, et al.
Published: (2025)
by: Säilynoja, Teemu, et al.
Published: (2025)
Leave-group-out cross-validation for latent Gaussian models
by: Liu, Zhedong, et al.
Published: (2022)
by: Liu, Zhedong, et al.
Published: (2022)
A Framework for Improving the Reliability of Black-box Variational Inference
by: Welandawe, Manushi, et al.
Published: (2022)
by: Welandawe, Manushi, et al.
Published: (2022)
Projection predictive variable selection for discrete response families with finite support
by: Weber, Frank, et al.
Published: (2023)
by: Weber, Frank, et al.
Published: (2023)
R2 priors for Grouped Variance Decomposition in High-dimensional Regression
by: Aguilar, Javier Enrique, et al.
Published: (2025)
by: Aguilar, Javier Enrique, et al.
Published: (2025)
Pareto Smoothed Importance Sampling
by: Vehtari, Aki, et al.
Published: (2015)
by: Vehtari, Aki, et al.
Published: (2015)
Fast and robust cross-validation-based scoring rule inference for spatial statistics
by: Olafsdottir, Helga Kristin, et al.
Published: (2024)
by: Olafsdottir, Helga Kristin, et al.
Published: (2024)
Moving beyond spatial and random cross-validation in environmental modelling: a call for prediction-domain adaptive evaluation
by: Linnenbrink, Jan, et al.
Published: (2026)
by: Linnenbrink, Jan, et al.
Published: (2026)
Nested $\hat R$: Assessing the convergence of Markov chain Monte Carlo when running many short chains
by: Margossian, Charles C., et al.
Published: (2021)
by: Margossian, Charles C., et al.
Published: (2021)
On cross-validated estimation of skew normal model
by: Zhang, Jian, et al.
Published: (2024)
by: Zhang, Jian, et al.
Published: (2024)
BARTSIMP: flexible spatial covariate modeling and prediction using Bayesian additive regression trees
by: Jiang, Alex Ziyu, et al.
Published: (2023)
by: Jiang, Alex Ziyu, et al.
Published: (2023)
Bayesian spatial+: A joint model perspective
by: Marques, Isa, et al.
Published: (2023)
by: Marques, Isa, et al.
Published: (2023)
Robust, Accurate Stochastic Optimization for Variational Inference
by: Dhaka, Akash Kumar, et al.
Published: (2020)
by: Dhaka, Akash Kumar, et al.
Published: (2020)
Joint identification of spatially variable genes via a network-assisted Bayesian regularization approach
by: Wu, Mingcong, et al.
Published: (2024)
by: Wu, Mingcong, et al.
Published: (2024)
Bayesian modeling of spatial ordinal data from health surveys
by: Sánchez, Miguel Ángel Beltrán, et al.
Published: (2024)
by: Sánchez, Miguel Ángel Beltrán, et al.
Published: (2024)
Maintaining the validity of inference from linear mixed models in stepped-wedge cluster randomized trials under misspecified random-effects structures
by: Ouyang, Yongdong, et al.
Published: (2023)
by: Ouyang, Yongdong, et al.
Published: (2023)
Estimation of density functionals via cross-validation
by: Chacón, José E., et al.
Published: (2024)
by: Chacón, José E., et al.
Published: (2024)
Unified optimal model averaging with a general loss function based on cross-validation
by: Yu, Dalei, et al.
Published: (2024)
by: Yu, Dalei, et al.
Published: (2024)
On cross-validation for small area estimators
by: Dong, Qianyu, et al.
Published: (2026)
by: Dong, Qianyu, et al.
Published: (2026)
Scalable Bayesian computation for crossed and nested hierarchical models
by: Papaspiliopoulos, Omiros, et al.
Published: (2021)
by: Papaspiliopoulos, Omiros, et al.
Published: (2021)
A multi-stage Bayesian approach to fit spatial point process models
by: Ren, Rachael, et al.
Published: (2025)
by: Ren, Rachael, et al.
Published: (2025)
Determinants of financial and digital inclusion in West and Central Africa: Evidence from binary models with cross-validation
by: Jallow, Ismaila A., et al.
Published: (2025)
by: Jallow, Ismaila A., et al.
Published: (2025)
Similar Items
-
Bayesian cross-validation by parallel Markov Chain Monte Carlo
by: Cooper, Alex, et al.
Published: (2023) -
Model validation for aggregate inferences in out-of-sample prediction
by: Kennedy, Lauren, et al.
Published: (2023) -
Predictive Assessment and Comparison of Bayesian Survival Models for Cancer Recurrence
by: Suorsa, Saku, et al.
Published: (2026) -
Automatic cross-validation in structured models: Is it time to leave out leave-one-out?
by: Adin, A., et al.
Published: (2023) -
LOO-PIT predictive model checking
by: Tesso, Herman, et al.
Published: (2026)