Robust Bayesian hierarchical models for basket trials enabling joint evaluation of toxicity and efficacy
Fuente:
arXiv
Saved in:
| Main Authors: | Cao, Zhi, Mozgunov, Pavel, Zheng, Haiyan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A multi-arm multi-stage design for trials with all pairwise testing
by: Greenstreet, Peter, et al.
Published: (2025)
by: Greenstreet, Peter, et al.
Published: (2025)
Continuous monitoring of delayed outcomes in basket trials
by: Diniz, Marcio A., et al.
Published: (2026)
by: Diniz, Marcio A., et al.
Published: (2026)
A response-adaptive multi-arm design for continuous endpoints based on a weighted information measure
by: Caruso, Gianmarco, et al.
Published: (2024)
by: Caruso, Gianmarco, et al.
Published: (2024)
Efficient Bayesian inference for non-linear association structures in joint models: A hierarchical approach via INLA
by: Rustand, Denis, et al.
Published: (2026)
by: Rustand, Denis, et al.
Published: (2026)
Utility-based optimization of Fujikawa's basket trial design -- Pre-specified protocol of a comparison study
by: Sauer, Lukas D, et al.
Published: (2024)
by: Sauer, Lukas D, et al.
Published: (2024)
Bayesian semiparametric modelling of biomarker variability in joint models
by: Chen, Sida, et al.
Published: (2025)
by: Chen, Sida, et al.
Published: (2025)
A Bayesian modelling framework for health care resource use and costs in trial-based economic evaluations
by: Gabrio, Andrea
Published: (2024)
by: Gabrio, Andrea
Published: (2024)
An information metric for comparing and assessing informative interim decisions in sequential clinical trials
by: Caruso, G., et al.
Published: (2025)
by: Caruso, G., et al.
Published: (2025)
A Bayesian Treatment Selection Design for Phase II Randomised Cancer Clinical Trials
by: Komaki, Moka, et al.
Published: (2025)
by: Komaki, Moka, et al.
Published: (2025)
Bayesian hierarchical models with calibrated mixtures of g-priors for assessing treatment effect moderation in meta-analysis
by: Wang, Qiao, et al.
Published: (2024)
by: Wang, Qiao, et al.
Published: (2024)
Bayesian sample size determination using robust commensurate priors with interpretable discrepancy weights
by: Whitehead, Lou E., et al.
Published: (2024)
by: Whitehead, Lou E., et al.
Published: (2024)
A Bayesian joint model of multiple nonlinear longitudinal and competing risks outcomes for dynamic prediction in multiple myeloma: joint estimation and corrected two-stage approaches
by: Alvares, Danilo, et al.
Published: (2024)
by: Alvares, Danilo, et al.
Published: (2024)
A unifying modelling approach for hierarchical distributed lag models
by: Economou, Theo, et al.
Published: (2024)
by: Economou, Theo, et al.
Published: (2024)
Causal mediation analysis for longitudinal and survival data in continuous time using Bayesian non-parametric joint models
by: Bhandari, Saurabh, et al.
Published: (2025)
by: Bhandari, Saurabh, et al.
Published: (2025)
Robust local empirical Bayes correction for Bayesian modeling
by: Hayashi, Yoshiko
Published: (2025)
by: Hayashi, Yoshiko
Published: (2025)
A Bayesian hierarchical framework for fusion of remote sensing data: An example with solar-induced fluorescence
by: Johny, Manju, et al.
Published: (2025)
by: Johny, Manju, et al.
Published: (2025)
Bayesian multilevel step-and-turn models for evaluating player movement in American football
by: Nguyen, Quang, et al.
Published: (2026)
by: Nguyen, Quang, et al.
Published: (2026)
A Bayesian joint model of multiple longitudinal and categorical outcomes with application to multiple myeloma using permutation-based variable importance
by: Alvares, Danilo, et al.
Published: (2024)
by: Alvares, Danilo, et al.
Published: (2024)
Data reuse enables cost-efficient randomized trials of medical AI models
by: Nercessian, Michael, et al.
Published: (2025)
by: Nercessian, Michael, et al.
Published: (2025)
A Bayesian hierarchical mixture cure modelling framework to utilize multiple survival datasets for long-term survivorship estimates: A case study from previously untreated metastatic melanoma
by: Green, Nathan, et al.
Published: (2024)
by: Green, Nathan, et al.
Published: (2024)
Multivariate reconciliation for hierarchical time series
by: Pinheiro, Ana Caroline, et al.
Published: (2026)
by: Pinheiro, Ana Caroline, et al.
Published: (2026)
Robust Bayesian approach for reliability prognosis of nondestructive one-shot devices under cumulative risk model
by: Baghel, Shanya, et al.
Published: (2024)
by: Baghel, Shanya, et al.
Published: (2024)
Gaussian mixture copulas for flexible dependence modelling in the body and tails of joint distributions
by: André, Lídia M., et al.
Published: (2025)
by: André, Lídia M., et al.
Published: (2025)
On clustering levels of a hierarchical categorical risk factor
by: Campo, Bavo D. C., et al.
Published: (2023)
by: Campo, Bavo D. C., et al.
Published: (2023)
Robust Bayesian causal estimation for causal inference in medical diagnosis
by: Basu, Tathagata, et al.
Published: (2024)
by: Basu, Tathagata, et al.
Published: (2024)
Thompson, Ulam, or Gauss? Multi-criteria recommendations for posterior probability computation methods in Bayesian response-adaptive trials
by: Kaddaj, Daniel, et al.
Published: (2024)
by: Kaddaj, Daniel, et al.
Published: (2024)
Bayesian Modeling and Prediction of Generalized Contact Matrices
by: Dan, Shozen, et al.
Published: (2026)
by: Dan, Shozen, et al.
Published: (2026)
Variable selection in the joint frailty model of recurrent and terminal events using Broken Adaptive Ridge regression
by: Chan, Christian, et al.
Published: (2024)
by: Chan, Christian, et al.
Published: (2024)
Target trial emulation without matching: a more efficient approach for evaluating vaccine effectiveness using observational data
by: Wu, Emily, et al.
Published: (2025)
by: Wu, Emily, et al.
Published: (2025)
Debiasing hazard-based, time-varying vaccine effects using vaccine-irrelevant infections: An observational extension of a pivotal Phase 3 COVID-19 vaccine efficacy trial
by: Ashby, Ethan, et al.
Published: (2025)
by: Ashby, Ethan, et al.
Published: (2025)
Bayesian Evidence Synthesis for the common effect model
by: Nikolakopoulos, Stavros, et al.
Published: (2021)
by: Nikolakopoulos, Stavros, et al.
Published: (2021)
Combining chains of Bayesian models with Markov melding
by: Manderson, Andrew A., et al.
Published: (2021)
by: Manderson, Andrew A., et al.
Published: (2021)
Sample size and power determination for assessing overall SNP effects in joint modeling of longitudinal and time-to-event data
by: Bian, Yuan, et al.
Published: (2026)
by: Bian, Yuan, et al.
Published: (2026)
Noise-Robust Phase Connectivity Estimation via Bayesian Circular Functional Models
by: Sugasawa, Shonosuke, et al.
Published: (2025)
by: Sugasawa, Shonosuke, et al.
Published: (2025)
Simulation-based Bayesian predictive probability of success for interim monitoring of clinical trials with competing event data: two case studies
by: Micoli, Chiara, et al.
Published: (2024)
by: Micoli, Chiara, et al.
Published: (2024)
Pathway-based Bayesian factor models for 'omics data
by: Mauri, Lorenzo, et al.
Published: (2026)
by: Mauri, Lorenzo, et al.
Published: (2026)
A Bayesian multivariate extreme value mixture model
by: Hu, Chenglei, et al.
Published: (2024)
by: Hu, Chenglei, et al.
Published: (2024)
Assessing treatment efficacy for interval-censored endpoints using multistate semi-Markov models fit to multiple data streams
by: Morsomme, Raphael, et al.
Published: (2025)
by: Morsomme, Raphael, et al.
Published: (2025)
Flexible extreme thresholds through generalised Bayesian model averaging
by: Jessup, Sébastien, et al.
Published: (2025)
by: Jessup, Sébastien, et al.
Published: (2025)
Sample size reassessment in Bayesian hybrid clinical trials
by: Ratta, Marco, et al.
Published: (2025)
by: Ratta, Marco, et al.
Published: (2025)
Similar Items
-
A multi-arm multi-stage design for trials with all pairwise testing
by: Greenstreet, Peter, et al.
Published: (2025) -
Continuous monitoring of delayed outcomes in basket trials
by: Diniz, Marcio A., et al.
Published: (2026) -
A response-adaptive multi-arm design for continuous endpoints based on a weighted information measure
by: Caruso, Gianmarco, et al.
Published: (2024) -
Efficient Bayesian inference for non-linear association structures in joint models: A hierarchical approach via INLA
by: Rustand, Denis, et al.
Published: (2026) -
Utility-based optimization of Fujikawa's basket trial design -- Pre-specified protocol of a comparison study
by: Sauer, Lukas D, et al.
Published: (2024)