Bayesian semiparametric analysis of short- and long-term hazard ratios with covariates

DOI10.1016/j.csda.2013.03.012zbMath1471.62150OpenAlexW1972832491MaRDI QIDQ1621326

Luis E. Nieto-Barajas

Publication date: 8 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2013.03.012

zbMATH Keywords

survival analysisBayesian nonparametricslatent variablesincreasing additive processcrossing hazardsLévy-driven process

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Bayesian inference (62F15) Random measures (60G57)

Related Items (7)

Survival Regression Models With Dependent Bayesian Nonparametric Priors ⋮ Full Bayesian inference with hazard mixture models ⋮ Yang and Prentice model with piecewise exponential baseline distribution for modeling lifetime data with crossing survival curves ⋮ A moment-matching Ferguson \& Klass algorithm ⋮ Markov Processes in Survival Analysis ⋮ Survival analysis via hierarchically dependent mixture hazards ⋮ On the Truncation Error of a Superposed Gamma Process

Cites Work

• On a class of Bayesian nonparametric estimates. II: Hazard rate estimates
• Nonparametric Bayes estimators based on beta processes in models for life history data
• Bayesian density estimation and model selection using nonparametric hierarchical mixtures
• A Bayesian nonparametric approach to reliability
• A note on a paper by Ferguson and Phadia
• Some aspects of Pólya tree distributions for statistical modelling
• Beta-stacy processes and a generalization of the Pólya-Urn scheme
• Tailfree and neutral random probabilities and their posterior distributions
• Normalized random measures driven by increasing additive processes
• Introductory lectures on fluctuations of Lévy processes with applications.
• A Bayesian analysis of some nonparametric problems
• A survey of product-integration with a view toward application in survival analysis
• The multivariate beta process and an extension of the Polya tree model
• Bayesian Nonparametric Nonproportional Hazards Survival Modeling
• Posterior Analysis for Normalized Random Measures with Independent Increments
• Proportional hazards tests and diagnostics based on weighted residuals
• Generalized Gamma measures and shot-noise Cox processes
• Semiparametric analysis of short-term and long-term hazard ratios with two-sample survival data
• Computational Methods for Multiplicative Intensity Models Using Weighted Gamma Processes
• A Representation of Independent Increment Processes without Gaussian Components
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