Bayesian multiscale analysis of the Cox model
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Publication:6201864
DOI10.3150/23-bej1643arXiv2205.12489OpenAlexW4323072926WikidataQ128886105 ScholiaQ128886105MaRDI QIDQ6201864
Ismaël Castillo, Bo Y.-C. Ning
Publication date: 26 March 2024
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2205.12489
survival analysisfrequentist analysis of Bayesian proceduresBayesian Cox modelparametric and nonparametric Bernstein-von Mises theoremspiecewise constant priorsupremum-norm contraction rate
Cites Work
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- Multiscale Bayesian Survival Analysis
- Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates
- Nonparametric Bernstein-von Mises theorems in Gaussian white noise
- The Bernstein-von Mises theorem for the proportional hazard model
- On the Bernstein-von Mises phenomenon for nonparametric Bayes procedures
- On the Breslow estimator
- A semiparametric Bernstein-von Mises theorem for Gaussian process priors
- Adaptive Bernstein-von Mises theorems in Gaussian white noise
- Bernstein-von Mises theorem for linear functionals of the density
- Flexible competing risks regression modeling and goodness-of-fit
- A Bernstein-von Mises theorem for smooth functionals in semiparametric models
- Nonparametric Bayes estimators based on beta processes in models for life history data
- The Bernstein-von Mises theorem in semiparametric competing risks models
- Smoothing counting process intensities by means of kernel functions
- Convergence rates of posterior distributions.
- On posterior consistency of survival models
- A Bernstein-von Mises theorem in the nonparametric right-censoring model
- Asymptotics for posterior hazards
- Asymptotic Statistics
- Semi- and Non-parametric Bayesian Analysis of Duration Models with Dirichlet Priors: A Survey
- Confidence Bands for Survival Curves Under the Proportional Hazards Model
- An Additive–Multiplicative Cox–Aalen Regression Model
- Medical Risk Prediction
- Fundamentals of Nonparametric Bayesian Inference
- Statistical models based on counting processes
- Bayesian survival analysis
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