Bayesian Model Averaging: A Systematic Review and Conceptual Classification
From MaRDI portal
Publication:6086545
DOI10.1111/insr.12243arXiv1509.08864MaRDI QIDQ6086545
Francisco Louzada, Wesley Bertoli, Tiago M. Fragoso
Publication date: 10 November 2023
Published in: International Statistical Review (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1509.08864
Bayesian model averagingsystematic reviewconceptual classification schemequalitative content analysis
Related Items (13)
MODEL OF MODELS: A NEW PERSPECTIVE TO DEAL WITH MODEL UNCERTAINTY ⋮ Bayes factor asymptotics for variable selection in the Gaussian process framework ⋮ Bayesian Approaches to Shrinkage and Sparse Estimation ⋮ Iterated multisource exchangeability models for individualized inference with an application to mobile sensor data ⋮ Frequentist Model Averaging for Undirected Gaussian Graphical Models ⋮ Black Box Variational Bayesian Model Averaging ⋮ A comparative study on high-dimensional bayesian regression with binary predictors ⋮ Model averaging for sparse seemingly unrelated regression using Bayesian networks among the errors ⋮ Unnamed Item ⋮ Multimodel inference based on smoothed information criteria ⋮ CRPS Learning ⋮ Corrected Mallows criterion for model averaging ⋮ Statistical Inference Enables Bad Science; Statistical Thinking Enables Good Science
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
- Bayesian variable selection regression for genome-wide association studies and other large-scale problems
- Option pricing under model and parameter uncertainty using predictive densities
- Assessment of two approximation methods for computing posterior model probabilities
- Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks
- Bayesian model averaging: A tutorial. (with comments and a rejoinder).
- Model uncertainty
- TAN classifiers based on decomposable distributions
- Bayesian model selection and model averaging
- Bayesian subset selection for threshold autoregressive moving-average models
- Bayesian variable selection for probit mixed models applied to gene selection
- On the Bayesian analysis of population size
- Forecasting in dynamic factor models using Bayesian model averaging
- Marginal Likelihood from the Gibbs Output
- Bayesian hierarchical regression models for detecting QTLs in plant experiments
- Capture-Recapture Estimation Using Finite Mixtures of Arbitrary Dimension
- Approximate Bayes factors and accounting for model uncertainty in generalised linear models
- Regressions by Leaps and Bounds
- Using simulation methods for bayesian econometric models: inference, development,and communication
- Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window
- Bayesian Model Averaging in Proportional Hazard Models: Assessing the Risk of a Stroke
- Bayes Model Averaging with Selection of Regressors
- Bayes Factors
- Bayesian Graphical Models for Discrete Data
- Bayesian model averaging in astrophysics: a review
- Bayesian Model Averaging Continual Reassessment Method in Phase I Clinical Trials
- Modelling map positional error to infer true feature location
- Probabilistic Prediction
- SELECTION OF WEIGHTS FOR WEIGHTED MODEL AVERAGING
- Methods and Criteria for Model Selection
- Bayesian Model Averaging With Applications to Benchmark Dose Estimation for Arsenic in Drinking Water
- Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
- Benchmark priors for Bayesian model averaging.
This page was built for publication: Bayesian Model Averaging: A Systematic Review and Conceptual Classification
