+ Site Statistics
+ Search Articles
+ PDF Full Text Service
How our service works
Request PDF Full Text
+ Follow Us
Follow on Facebook
Follow on Twitter
Follow on LinkedIn
+ Subscribe to Site Feeds
Most Shared
PDF Full Text
+ Translate
+ Recently Requested

Bayesian inference in measurement error models for replicated data

Bayesian inference in measurement error models for replicated data

Environmetrics 24(1)

This paper deals with Bayesian inference in measurement error models with unknown error covariances. Our formulation covers heteroscedastic and homoscedastic models for replicated data. Both equation-error and no-equation-error models are included in our proposal. Resorting to data augmentation, we present a simulation-based framework using the Gibbs sampler. Model selection is also briefly discussed. from a simulation study are reported. We work out an?illustrative example with a real data set on measurements of mineral element contents in pottery samples.

Please choose payment method:

(PDF emailed within 0-6 h: $19.90)

Accession: 036657746

Download citation: RISBibTeXText

DOI: 10.1002/env.2179

Related references

Structural inference in transition measurement error models for longitudinal data. Biometrics 62(2): 402-412, 2006

Structural Inference in Transition Measurement Error Models for Longitudinal Data. Biometrics 62(2): 402-412, 2006

Bayesian inference on joint models of HIV dynamics for time-to-event and longitudinal data with skewness and covariate measurement errors. Statistics in Medicine 30(24): 2930-2946, 2011

Bayesian semiparametric growth models for measurement error and missing data in CD4/CD8 ratio: Application to AIDS Study. Statistical Methods in Medical Research 2019: 962280219826403, 2019

Simultaneous inference for semiparametric mixed-effects joint models with skew distribution and covariate measurement error for longitudinal competing risks data analysis. Journal of Biopharmaceutical Statistics 27(6): 1009-1027, 2017

Bayesian inference of structural error in inverse models of thermal response tests. Applied Energy 228: 1473-1485, 2018

Calibration of crash risk models on freeways with limited real-time traffic data using Bayesian meta-analysis and Bayesian inference approach. Accident; Analysis and Prevention 85: 207-218, 2015

Bayesian inference in non replicated ecological studies. Ecology (Washington D C) 71(6): 2053-2059, 1990

Semiparametric bayesian inference for multilevel repeated measurement data. Biometrics 63(1): 280-289, 2007

Semiparametric Bayesian inference for repeated fractional measurement data. Chilean Journal of Statistics 1(1): 59-74, 2010

Semiparametric Bayesian Inference for Multilevel Repeated Measurement Data. Biometrics 63(1): 280-289, 2007

Bayesian inference for poisson process models with censored data. Journal of Nonparametric Statistics 2(1): 71-80, 1992

Bayesian inference in semiparametric mixed models for longitudinal data. Biometrics 66(1): 70-78, 2010

Statistical Inference for Regression Models with Covariate Measurement Error and Auxiliary Information. InternationalJournalofStatisticsandManagementSystem4(1-2):96, 2009

Empirical Likelihood based Inference for Additive Partial Linear Measurement Error Models. Statistics and its Interface 36(3): 433-443, 2009