Bayesian spatial survival models
… reviews several semiparametric Bayesian survival models, and summarizes some recent
proposals to allow for spatial and covariate-adjusted dependence among the survival times. …
proposals to allow for spatial and covariate-adjusted dependence among the survival times. …
Bayesian spatial survival models for political event processes
D Darmofal - American Journal of Political Science, 2009 - Wiley Online Library
… I apply the Bayesian spatial survival modeling approach to the timing … I find that spatial shared
frailty models outperform standard … Next, I examine the Bayesian spatial survival modeling …
frailty models outperform standard … Next, I examine the Bayesian spatial survival modeling …
spBayesSurv: Fitting Bayesian spatial survival models using R
… survival. This paper provides an introduction to a set of programs for implementing some
Bayesian spatial survival models … commonly-used semiparametric models: proportional hazards…
Bayesian spatial survival models … commonly-used semiparametric models: proportional hazards…
spatsurv: an R package for Bayesian inference with spatial survival models
BM Taylor, BS Rowlingson - Journal of Statistical Software, 2017 - jstatsoft.org
… walk-through analysis of a spatial survival dataset in the R programming language. … to
survival models, spatial survival models, the form of the likelihood function and Bayesian statistical …
survival models, spatial survival models, the form of the likelihood function and Bayesian statistical …
[HTML][HTML] Bayesian spatial survival models for hospitalisation of Dengue: A case study of Wahidin hospital in Makassar, Indonesia
… may be useful to include spatial information in the survival model. Bayesian spatial survival
models have recently emerged in the literature, and commonly spatially structured priors are …
models have recently emerged in the literature, and commonly spatially structured priors are …
[HTML][HTML] Comparing multilevel and Bayesian spatial random effects survival models to assess geographical inequalities in colorectal cancer survival: a case study
… and Bayesian spatial survival models on the same cohort. … -time and Bayesian spatial
survival models to a population-… and Bayesian spatial survival models used in this case study …
survival models to a population-… and Bayesian spatial survival models used in this case study …
[PDF][PDF] Geoadditive survival models
A Hennerfeind, A Brezger… - Corrado Lagazio, Marco …, 2003 - library.oapen.org
… basic model with respect to several aspects. We propose novel nonparametric Bayesian
survival models that … into groups x, z, and v and adding a spatial index s , we extend model (1) to …
survival models that … into groups x, z, and v and adding a spatial index s , we extend model (1) to …
[HTML][HTML] Bayesian spatial survival modelling for dengue fever in Makassar, Indonesia
… and a semiparametric Cox proportional hazards model. In this study, a Bayesian spatial
survival method via a CAR approach was used to analyze DF patients’ survival, and to …
survival method via a CAR approach was used to analyze DF patients’ survival, and to …
BayesSPsurv: An R Package to Estimate Bayesian (Spatial) Split-Population Survival Models
… ) estimation routines for SP survival models with independent (… work on SP and spatial
survival models, including existing … , and Spatial Bayesian SP survival models before describing …
survival models, including existing … , and Spatial Bayesian SP survival models before describing …
[PDF][PDF] Bayesian Spatial Survival Models for HIV/AIDS Event Processes in East Java
N Mahmudah, N Iriawan… - Indian Journal of Public …, 2018 - researchgate.net
… effect of survival model to … survival model is implemented using Markov Chain Monte
Carlo (MCMC) method with Gibbs sampling3, 4. Darmofal3 implemented spatial survival model …
Carlo (MCMC) method with Gibbs sampling3, 4. Darmofal3 implemented spatial survival model …
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