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

Show other 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_...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Ley, C, Reinert, G, Swan, Y
Format:	Journal article
Udgivet:	2016

Lignende værker

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Bayesian Policy Search with Policy Priors
af: Wingate, David, et al.
Udgivet: (2014)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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