Nonparametric Bayesian modeling for stochastic order

DOI10.1023/A:1014629724913zbMath1003.62047OpenAlexW1496899399MaRDI QIDQ1603023

Athanasios Kottas, Alan E. Gelfand

Publication date: 24 June 2002

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1014629724913

zbMATH Keywords

semiparametric modelsintegrationMonte Carlo samplinglinear functionalsDirichlet process mixing

Mathematics Subject Classification ID

Inequalities; stochastic orderings (60E15) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Nonparametric inference (62G99)

Related Items (12)

Bayesian nonparametric inference of stochastically ordered distributions, with Pólya trees and Bernstein polynomials ⋮ Bayesian estimation of Huff curves ⋮ Bayesian nonparametric hypothesis testing for longitudinal data analysis ⋮ Nonparametric Bayes Testing of Changes in a Response Distribution with an Ordinal Predictor ⋮ Stochastically ordered multiple regression ⋮ Bayesian Inferences on Umbrella Orderings ⋮ Bayesian semiparametric modeling for stochastic precedence, with applications in epidemiology and survival analysis ⋮ Bayesian analysis for monotone hazard ratio ⋮ Modelling Stochastic Order in the Analysis of Receiver Operating Characteristic Data: Bayesian Non-Parametric Approaches ⋮ Parametric and nonparametric Bayesian model specification: a case study involving models for count data ⋮ The dependent Dirichlet process and related models ⋮ Bayesian Inferences in the Cox Model for Order‐Restricted Hypotheses

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