Bayesian local influence of generalized failure time models with latent variables and multivariate censored data

DOI10.1007/s00357-018-9294-6OpenAlexW2931497991MaRDI QIDQ779036

Xin-Yuan Song, Ming Ou-Yang

Publication date: 21 July 2020

Published in: Journal of Classification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00357-018-9294-6

zbMATH Keywords

latent variablesBayesian local influencemultivariate censored dataP-splines approximationperturbation schemes

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• LISREL

Cites Work

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• Semiparametric transformation models with Bayesian P-splines
• Bayesian local influence for survival models
• A practical guide to splines
• An overview of robust Bayesian analysis. (With discussion)
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Bayesian diagnostics of transformation structural equation models
• Local influence analysis for mixture of structural equation models
• Growth curve models and statistical diagnostics
• Local sensitivity diagnostics for Bayesian inference
• Bayesian influence analysis of generalized partial linear mixed models for longitudinal data
• Perturbation selection and influence measures in local influence analysis
• A Bayesian semiparametric latent variable model for mixed responses
• Local Influence for Incomplete Data Models
• Bayesian influence analysis: a geometric approach
• Local Sensitivity of Inferences to Prior Marginals
• Nonparametric regression using local kernel estimating equations for correlated failure time data
• Approximate methods for assessing influence and sensitivity in Bayesian analysis
• Covariance and survivor function estimation using censored multivariate failure time data
• Latent Variable Models with Fixed Effects
• Analysis of Multivariate Longitudinal Outcomes With Nonignorable Dropouts and Missing Covariates
• The Multiple-Try Method and Local Optimization in Metropolis Sampling
• Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds
• Local Influence in Linear Mixed Models
• A Linear Mixed‐Effects Model for Multivariate Censored Data
• Latent Variable Models for Longitudinal Data with Multiple Continuous Outcomes
• Assessing influence on regression coefficients in generalized linear models
• Basic and Advanced Bayesian Structural Equation Modeling
• Equation of State Calculations by Fast Computing Machines
• Regression Analysis of Additive Hazards Model With Latent Variables
• Monte Carlo sampling methods using Markov chains and their applications
• Bayesian Robustness
• Local influence on posterior distributions under multiplicative modes of perturbation
• Assessment of locally influential observations in Bayesian models

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