Detecting and diagnosing prior and likelihood sensitivity with power-scaling (Q6494393)

scientific article; zbMATH DE number 7840042

Language	Label	Description	Also known as
English	Detecting and diagnosing prior and likelihood sensitivity with power-scaling	scientific article; zbMATH DE number 7840042

Statements

instance of

scholarly article

0 references

title

Detecting and diagnosing prior and likelihood sensitivity with power-scaling (English)

0 references

author

Q6494392

0 references

Topi Paananen

0 references

Paul-Christian Bürkner

0 references

Aki Vehtari

0 references

published in

Statistics and Computing

0 references

publication date

30 April 2024

0 references

MaRDI profile type

MaRDI publication profile

0 references

cites work

A weighted strategy to handle likelihood uncertainty in Bayesian inference

0 references

Optimal robustness results for relative belief inferences and the relationship to prior-data conflict

0 references

Robust Bayesian analysis: sensitivity to the prior

0 references

Bayesian Robustness

0 references

An overview of robust Bayesian analysis. (With discussion)

0 references

Bayesian computation and stochastic systems. With comments and reply.

0 references

An efficient computational approach for prior sensitivity analysis and cross‐validation

0 references

Bayesian estimation: A sensitivity analysis

0 references

Measuring overlap in binary regression.

0 references

Model-based geostatistics.

0 references

Weak informativity and the information in one prior relative to another

0 references

Checking for prior-data conflict

0 references

R-squared for Bayesian Regression Models

0 references

Regression and Other Stories

0 references

Q4558202

0 references

Information About Hyperparamters in Hierarchical Models

0 references

Robust likelihood functions in Bayesian inference

0 references

Local Robustness in Bayesian Analysis

0 references

Variable selection – A review and recommendations for the practicing statistician

0 references

Sensitivity of a Bayesian analysis to the prior distribution

0 references

Global robust Bayesian analysis in large models

0 references

Optimal Whitening and Decorrelation

0 references

Bayesian sensitivity analysis with the Fisher–Rao metric

0 references

Divergence measures based on the Shannon entropy

0 references

LOCAL AND GLOBAL ROBUSTNESS WITH CONJUGATE AND SPARSITY PRIORS

0 references

Using prior expansions for prior-data conflict checking

0 references

Checking for prior-data conflict using prior-to-posterior divergences

0 references

Q4792073

0 references

Bayesian heavy-tailed models and conflict resolution: a review

0 references

Importance sampling for Bayesian sensitivity analysis

0 references

Implicitly adaptive importance sampling

0 references

Using reference models in variable selection

0 references

MCMC-based local parametric sensitivity estimations

0 references

Prior Sample Size Extensions for Assessing Prior Impact and Prior-Likelihood Discordance

0 references

Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming

0 references

Q4828566

0 references

Sensitivity and identification quantification by a relative latent model complexity perturbation in Bayesian meta‐analysis

0 references

Sensitivity analysis for Bayesian hierarchical models

0 references

Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison

0 references

Importance sampling in the Monte Carlo study of sequential tests

0 references

Q3745059

0 references

Robust Bayesian diagnostics

0 references

Hilbert space methods for reduced-rank Gaussian process regression

0 references

Influence measures and robust estimators of dependence in multivariate extremes

0 references

Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion)

0 references

Statistical Analysis of Financial Data in S-Plus

0 references

Approximate models and robust decisions

0 references

ggplot2

0 references

Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior

0 references

Identifiers

Mathematics Subject Classification ID

0 references

0 references

10.1007/S11222-023-10366-5

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:6494393