Cover Image

Borrowing from historical control data in a Bayesian time-to-event model with flexible baseline hazard function

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Scott, Darren A. V., Lewin, Alex
Format:	Preprint
Published:	2024
Subjects:	Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BayesFBHborrow: An R Package for Bayesian borrowing for time-to-event data from a flexible baseline hazard
by: Axillus, Sophia, et al.
Published: (2024)

Bayesian regularization for flexible baseline hazard functions in Cox survival models
by: Lázaro, Elena, et al.
Published: (2024)

Simulation-based assessment of a Bayesian survival model with flexible baseline hazard and time-dependent effects
by: Timmins, Iain R., et al.
Published: (2025)

Meta-analysis and network meta-analysis of time-to-event outcomes with non-proportional hazards: a Bayesian time-varying hazard ratio approach
by: Owen, Rhiannon K, et al.
Published: (2026)

Multivariate Bayesian structured variable selection for pharmacogenomic studies
by: Zhao, Zhi, et al.
Published: (2021)

A two-step approach for analyzing time to event data under non-proportional hazards
by: Brugger, Jonas, et al.
Published: (2024)

Bayesian variable and hazard structure selection in the General Hazard model
by: Chen, Yulong, et al.
Published: (2026)

Hybrid Bayesian Estimation in the additive hazards model
by: Álvarez, Enrique Ernesto, et al.
Published: (2025)

On harmonic oscillator hazard functions
by: Christen, J. A., et al.
Published: (2024)

A Bayesian Hybrid Design with Borrowing from Historical Study
by: Lu, Zhaohua, et al.
Published: (2024)

Posterior Quantification of Borrowing from Multiple Historical Control Data in Bayesian Dynamic Borrowing Methods: A Scoping Review
by: Ohigashi, Tomohiro, et al.
Published: (2026)

Overlapping Indices for Dynamic Information Borrowing in Bayesian Hierarchical Modeling
by: Lu, Xuetao, et al.
Published: (2023)

Robust Bayesian Sequential Borrowing for Multi-Population Clinical Programmes
by: Hermansson, Erik, et al.
Published: (2026)

Bayesian Design and Analysis of Precision Trials with Partial Borrowing
by: Golchi, Shirin, et al.
Published: (2026)

BARTSIMP: flexible spatial covariate modeling and prediction using Bayesian additive regression trees
by: Jiang, Alex Ziyu, et al.
Published: (2023)

Simulating from marginal structural models for hazards, cause-specific hazards and subdistribution hazards using general copulas
by: Seaman, Shaun R
Published: (2025)

Adaptive weight selection for time-to-event data under non-proportional hazards
by: Danzer, Moritz Fabian, et al.
Published: (2024)

Predictive variational inference for flexible regression models
by: Kock, Lucas, et al.
Published: (2026)

Bayesian inference and cure rate modeling for event history data
by: Papastamoulis, Panagiotis, et al.
Published: (2023)

Approximate Bayesian inference for joint partially linear modeling of longitudinal measurements and spatial time-to-event data
by: Baghfalaki, Taban, et al.
Published: (2025)

Dynamic survival analysis: modelling the hazard function via ordinary differential equations
by: Christen, J. A., et al.
Published: (2023)

On Quantification of Borrowing of Information in Hierarchical Bayesian Models
by: Ghosh, Prasenjit, et al.
Published: (2025)

Network Meta-Analysis of survival outcomes with non-proportional hazards using flexible M-splines
by: Phillippo, David M., et al.
Published: (2025)

Bayesian repulsive mixture model for multivariate functional data
by: Pedroso, Ricardo Cunha, et al.
Published: (2026)

Continuously updated estimation of conditional hazard functions
by: Aurouet, Daphné, et al.
Published: (2025)

A Bayesian location-scale joint model for time-to-event and multivariate longitudinal data with association based on within-individual variability
by: Palma, Marco, et al.
Published: (2025)

Borrowing strength between unaligned binary time-series via Bayesian nonparametric rescaling of Unified Skewed Normal priors
by: Cantoni, Beatrice, et al.
Published: (2025)

Bayesian calendar-time survival analysis with epidemic curve priors and variant-specific infection hazards
by: Dahl, Angela M, et al.
Published: (2026)

A Bayesian model-free dose-finding approach in Phase II clinical trials with the flexibility of historical borrowing
by: Han, Linxi, et al.
Published: (2025)

A time-varying bivariate copula joint model for longitudinal and time-to-event data
by: Zhang, Zili, et al.
Published: (2022)

Regression analysis of multiplicative hazards model with time-dependent coefficient for sparse longitudinal covariates
by: Sun, Zhuowei, et al.
Published: (2023)

Nonparametric Bayesian approach for dynamic borrowing of historical control data
by: Ohigashi, Tomohiro, et al.
Published: (2024)

Fast and flexible inference for spatial extremes
by: Zhong, Peng, et al.
Published: (2024)

Smooth hazards with multiple time scales
by: Carollo, Angela, et al.
Published: (2023)

A Bayesian Bootstrap Approach for Dynamic Borrowing for Minimizing Mean Squared Error
by: Wang, Jixian, et al.
Published: (2024)

Moment-assisted subsampling method for Cox proportional hazards model with large-scale data
by: Su, Miaomiao, et al.
Published: (2025)

Personalized feature threshold estimation in joint modelling of longitudinal and time-to-event data
by: Islam, Mirajul, et al.
Published: (2025)

A simulation and case study to evaluate the extrapolation performance of flexible Bayesian survival models when incorporating real-world data
by: Timmins, Iain R., et al.
Published: (2025)

Bayesian sequential analysis of adverse events with binary data
by: Wang, Jiayue, et al.
Published: (2025)

Methods for adjusting for covariate measurement error in flexible modelling of functional form: designing a blinded, controlled neutral comparison simulation study
by: Thiébaut, Anne C M, et al.
Published: (2026)