Distances between nested densities and a measure of the impact of the
prior in Bayesian statistics

Distances between nested densities and a measure of the impact of the prior in Bayesian statistics

Veure altres versions (1)

In this paper we propose tight upper and lower bounds for the Wasserstein distance between any two {{univariate continuous distributions}} with probability densities $p_1$ and $p_2$ having nested supports. These explicit bounds are expressed in terms of the derivative of the likelihood ratio $p_1/p_...

Descripció completa

Dades bibliogràfiques
Autors principals:	Ley, C, Reinert, G, Swan, Y
Format:	Journal article
Publicat:	2016

Ítems similars

Distances between nested densities and a measure of the impact of the prior in Bayesian statistics
per: Ley, C, et al.
Publicat: (2017)

Weyl Prior and Bayesian Statistics
per: Ruichao Jiang, et al.
Publicat: (2020-04-01)

Phylogenetic detection of recombination with a Bayesian prior on the distance between trees.
per: Leonardo de Oliveira Martins, et al.
Publicat: (2008-07-01)

Stein's method for comparison of univariate distributions
per: Ley, C, et al.
Publicat: (2016)

Statistical Significance Testing for Mixed Priors: A Combined Bayesian and Frequentist Analysis
per: Jakob Robnik, et al.
Publicat: (2022-09-01)

Bayesian distances for quantifying tensions in cosmological inference and the surprise statistic
per: Benedikt Schosser, et al.
Publicat: (2025-02-01)

Moving Point Density Estimation Algorithm Based on a Generated Bayesian Prior
per: Akinori Asahara, et al.
Publicat: (2015-04-01)

Statistical Analysis of Distance Estimators with Density Differences and Density Ratios
per: Takafumi Kanamori, et al.
Publicat: (2014-02-01)

The Importance of Prior Sensitivity Analysis in Bayesian Statistics: Demonstrations Using an Interactive Shiny App
per: Sarah Depaoli, et al.
Publicat: (2020-11-01)

Informative and adaptive distances and summary statistics in sequential approximate Bayesian computation.
per: Yannik Schälte, et al.
Publicat: (2023-01-01)

On the Dirichlet Prior and Bayesian Regularization
per: Steck, Harald, et al.
Publicat: (2004)

The role of priors in Bayesian models of perception
per: Christoph eTeufel, et al.
Publicat: (2013-04-01)

Impact of Bayesian Priors on the Characterization of Binary Black Hole Coalescences
per: Gerosa, Davide, et al.
Publicat: (2018)

Quantifying the impact of COVID-19 control measures using a Bayesian model of physical distancing.
per: Sean C Anderson, et al.
Publicat: (2020-12-01)

Field margins, foraging distances and their impacts on nesting pollinator success.
per: Sean A Rands, et al.
Publicat: (2011-01-01)

Statistical Divergences between Densities of Truncated Exponential Families with Nested Supports: Duo Bregman and Duo Jensen Divergences
per: Frank Nielsen
Publicat: (2022-03-01)

Bayesian Policy Search with Policy Priors
per: Wingate, David, et al.
Publicat: (2014)

Prior-based Bayesian information criterion
per: M. J. Bayarri, et al.
Publicat: (2019-01-01)

BAYESIAN SEASONAL ANALYSIS WITH ROBUST PRIORS
per: Rolando Gonzales Martínez
Publicat: (2012-07-01)

The impact of prior information on estimates of disease transmissibility using Bayesian tools.
per: Carlee B Moser, et al.
Publicat: (2015-01-01)

Impacts of prior parameter distributions on Bayesian evaluation of groundwater model complexity
per: Saeideh Samani, et al.
Publicat: (2018-04-01)

The Impact of Prior Information on Bayesian Latent Basis Growth Model Estimation
per: Dingjing Shi, et al.
Publicat: (2017-08-01)

Statistical Evidence Measured on a Properly Calibrated Scale across Nested and Non-nested Hypothesis Comparisons
per: Veronica J. Vieland, et al.
Publicat: (2015-07-01)

How the Choice of Distance Measure Influences the Detection of Prior-Data Conflict
per: Kimberley Lek, et al.
Publicat: (2019-04-01)

Bayesian nonparametric system reliability using sets of priors
per: Walter, G, et al.
Publicat: (2016)

Bayesian wavelet analysis with a model complexity prior
per: Holmes, C, et al.
Publicat: (1999)

Bayesian Inference in Auditing with Partial Prior Information Using Maximum Entropy Priors
per: María Martel-Escobar, et al.
Publicat: (2018-12-01)

Choosing priors in Bayesian ecological models by simulating from the prior predictive distribution
per: Jeff S. Wesner, et al.
Publicat: (2021-09-01)

BayesESS: A tool for quantifying the impact of parametric priors in Bayesian analysis
per: Jaejoon Song, et al.
Publicat: (2023-05-01)

Nonparametric Bayesian Policy Priors for Reinforcement Learning
per: Doshi-Velez, Finale P., et al.
Publicat: (2011)

Bayesian multivariate autoregressive models with structured priors
per: Penny, W, et al.
Publicat: (2002)

Power Prior Elicitation in Bayesian Quantile Regression
per: Rahim Alhamzawi, et al.
Publicat: (2011-01-01)

Bayesian Approach with Entropy Prior for Open Systems
per: Natalya Denisova
Publicat: (2019-11-01)

On Default Priors for Robust Bayesian Estimation with Divergences
per: Tomoyuki Nakagawa, et al.
Publicat: (2020-12-01)

Learning priors for Bayesian computations in the nervous system.
per: Max Berniker, et al.
Publicat: (2010-09-01)

A comment on priors for Bayesian occupancy models.
per: Joseph M Northrup, et al.
Publicat: (2018-01-01)

Bayesian Tractography Using Geometric Shape Priors
per: Xiaoming Dong, et al.
Publicat: (2017-09-01)

Opaque Prior Distributions in Bayesian Latent Variable Models
per: Edgar C. Merkle, et al.
Publicat: (2023-09-01)

Nonreversible jump algorithms for Bayesian nested model selection
per: Gagnon, P, et al.
Publicat: (2020)

Bayesian Model Averaging with the Integrated Nested Laplace Approximation
per: Virgilio Gómez-Rubio, et al.
Publicat: (2020-06-01)