Bayesian semi-parametric joint modeling of biomarker data with a latent changepoint: assessing the temporal performance of enzyme-linked immunosorbent assay (ELISA) testing for paratuberculosis
type: Item
instance of: scholarly article
title: Bayesian semi-parametric joint modeling of biomarker data with a latent changepoint: assessing the temporal performance of enzyme-linked immunosorbent assay (ELISA) testing for paratuberculosis
zbMATH Open document ID: 1388.62100
author: Michelle Norris
author: W. O. Johnson
author: Ian A. Gardner
published in: Statistics and Its Interface
publication date: 2018-05-14T00:00:00Z
Mathematics Subject Classification ID: 62G07
Mathematics Subject Classification ID: 62P10
Mathematics Subject Classification ID: 62F15
zbMATH DE Number: 6868299
zbMATH Keywords: Dirichlet process mixture
zbMATH Keywords: longitudinal data
zbMATH Keywords: random effects
zbMATH Keywords: imperfect reference standard
zbMATH Keywords: Johne's disease
MaRDI profile type: Publication
full work available at URL: sii.2014.v7.n4.a1
OpenAlex ID: W2321200643
DOI: 10.4310/SII.2014.V7.N4.A1
Recommended article: A Bayesian method to estimate the optimal threshold of a longitudinal biomarker
Recommended article: Non-iterative sampling-based Bayesian methods for identifying changepoints in the sequence of cases of haemolytic uraemic syndrome
Recommended article: Bayesian Estimation of the Time-Varying Sensitivity of a Diagnostic Test with Application to Mother-to-Child Transmission of HIV
Recommended article: A framework for the joint modeling of longitudinal diagnostic outcome data and latent infection status: application to investigating the temporal relationship between infection and disease
Recommended article: Latent class models for joint analysis of disease prevalence and high-dimensional semicontinuous biomarker data
Recommended article: Bayesian detection of abnormal values in longitudinal biomarkers with an application to T/E ratio
Recommended article: Bayesian estimation of two‐part joint models for a longitudinal semicontinuous biomarker and a terminal event with INLA: Interests for cancer clinical trial evaluation
Recommended article: Composite likelihood and maximum likelihood methods for joint latent class modeling of disease prevalence and high-dimensional semicontinuous biomarker data
Recommended article: A Bayesian approach for generalized linear models with explanatory biomarker measurement variables subject to detection limit: an application to acute lung injury
Recommended article: A Bayesian nonparametric method for detecting rapid changes in disease transmission
description: scientific article; zbMATH DE number 6868299