fkbma: An R Package for Detecting Tailoring Variables with Free-Knot B-Splines and Bayesian Model Averaging
Fuente:
arXiv
Saved in:
| Main Authors: | Maleyeff, Lara, Golchi, Shirin, Moodie, Erica E. M. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Bayesian adaptive enrichment design using aggregate historical data to inform individualized treatment recommendations
by: Maleyeff, Lara, et al.
Published: (2026)
by: Maleyeff, Lara, et al.
Published: (2026)
An adaptive enrichment design using Bayesian model averaging for selection and threshold-identification of tailoring variables
by: Maleyeff, Lara, et al.
Published: (2024)
by: Maleyeff, Lara, et al.
Published: (2024)
Sparse two-stage Bayesian meta-analysis for individualized treatments
by: Shen, Junwei, et al.
Published: (2024)
by: Shen, Junwei, et al.
Published: (2024)
Bayesian Optimization for Identification of Optimal Biological Dose Combinations in Personalized Dose-Finding Trials
by: Willard, James, et al.
Published: (2024)
by: Willard, James, et al.
Published: (2024)
An Efficient Approach to Design Bayesian Platform Trials
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
Bayesian Optimization for Personalized Dose-Finding Trials with Combination Therapies
by: Willard, James, et al.
Published: (2023)
by: Willard, James, et al.
Published: (2023)
A Precision Trial Case Study for Heterogeneous Treatment Effects in Obstructive Sleep Apnea
by: Maleyeff, Lara, et al.
Published: (2025)
by: Maleyeff, Lara, et al.
Published: (2025)
Design of Bayesian Clinical Trials with Clustered Data
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
Bayesian Design of Experiments in the Presence of Nuisance Parameters
by: Golchi, Shirin, et al.
Published: (2025)
by: Golchi, Shirin, et al.
Published: (2025)
Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials
by: Golchi, Shirin, et al.
Published: (2023)
by: Golchi, Shirin, et al.
Published: (2023)
Bayesian Design and Analysis of Precision Trials with Partial Borrowing
by: Golchi, Shirin, et al.
Published: (2026)
by: Golchi, Shirin, et al.
Published: (2026)
Personalized Treatment Hierarchies in Bayesian Network Meta-Analysis
by: Wigle, Augustine, et al.
Published: (2026)
by: Wigle, Augustine, et al.
Published: (2026)
The efficiencies of pilot feasibility trials in rare diseases using Bayesian methods
by: Maleyeff, Lara, et al.
Published: (2025)
by: Maleyeff, Lara, et al.
Published: (2025)
Doubly-Robust Bayesian Estimation of Optimal Individualized Treatment Rules using Network Meta-Analysis
by: Wigle, Augustine, et al.
Published: (2026)
by: Wigle, Augustine, et al.
Published: (2026)
Identifying Treatment Effect Heterogeneity with Bayesian Hierarchical Adjustable Random Partition in Adaptive Enrichment Trials
by: Zhao, Xianglin, et al.
Published: (2025)
by: Zhao, Xianglin, et al.
Published: (2025)
Group Sequential Design with Posterior and Posterior Predictive Probabilities
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
Adaptive Bayesian Multivariate Spline Knot Inference with Prior Specifications on Model Complexity
by: He, Junhui, et al.
Published: (2024)
by: He, Junhui, et al.
Published: (2024)
hdbayes: An R Package for Bayesian Analysis of Generalized Linear Models Using Historical Data
by: Alt, Ethan M., et al.
Published: (2025)
by: Alt, Ethan M., et al.
Published: (2025)
BRBVS: An R Package for Bivariate Variable selection in Copula Survival Model(s) domain
by: Petti, Danilo, et al.
Published: (2025)
by: Petti, Danilo, et al.
Published: (2025)
BEND: An R Package for the Bayesian Estimation of Nonlinear Longitudinal Data
by: Rohloff, Corissa T., et al.
Published: (2026)
by: Rohloff, Corissa T., et al.
Published: (2026)
Structured Bayesian Regression Tree Models for Estimating Distributed Lag Effects: The R Package dlmtree
by: Im, Seongwon, et al.
Published: (2025)
by: Im, Seongwon, et al.
Published: (2025)
Fast Variational Inference of Latent Space Models for Dynamic Networks Using Bayesian P-Splines
by: Loyal, Joshua Daniel
Published: (2024)
by: Loyal, Joshua Daniel
Published: (2024)
Information Borrowing from Partially Compatible Trajectories for Estimation of Dynamic Treatment Regimes
by: Si, Chloe, et al.
Published: (2025)
by: Si, Chloe, et al.
Published: (2025)
Joint mixed-effects models for causal inference in clustered network-based observational studies
by: McNealis, Vanessa, et al.
Published: (2024)
by: McNealis, Vanessa, et al.
Published: (2024)
Revisiting the Effects of Maternal Education on Adolescents' Academic Performance: Doubly Robust Estimation in a Network-Based Observational Study
by: McNealis, Vanessa, et al.
Published: (2023)
by: McNealis, Vanessa, et al.
Published: (2023)
ProfileGLMM: a R Package Extending Bayesian Profile Regression using Generalised Linear Mixed Models
by: Amestoy, Matteo, et al.
Published: (2026)
by: Amestoy, Matteo, et al.
Published: (2026)
Statistical Models for Repeated Categorical Ratings: The R Package rater
by: Pullin, Jeffrey M., et al.
Published: (2020)
by: Pullin, Jeffrey M., et al.
Published: (2020)
Robust Bayesian Model Averaging for Linear Regression Models With Heavy-Tailed Errors
by: De, Shamriddha, et al.
Published: (2024)
by: De, Shamriddha, et al.
Published: (2024)
Spline Quantile Regression
by: Li, Ta-Hsin, et al.
Published: (2025)
by: Li, Ta-Hsin, et al.
Published: (2025)
Bayesian Model Averaging in Causal Instrumental Variable Models
by: Steiner, Gregor, et al.
Published: (2025)
by: Steiner, Gregor, et al.
Published: (2025)
Individualized treatment regimens under correlated data with multiple outcomes
by: Dolmatov, Misha, et al.
Published: (2025)
by: Dolmatov, Misha, et al.
Published: (2025)
MSTest: An R-Package for Testing Markov Switching Models
by: Rodriguez-Rondon, Gabriel, et al.
Published: (2024)
by: Rodriguez-Rondon, Gabriel, et al.
Published: (2024)
Diagnostics for Semiparametric Accelerated Failure Time Models with R Package afttest
by: Bae, Woojung, et al.
Published: (2025)
by: Bae, Woojung, et al.
Published: (2025)
EM Estimation of the B-Spline Copula with Penalized Pseudo-Likelihood Functions
by: Dou, Xiaoling, et al.
Published: (2024)
by: Dou, Xiaoling, et al.
Published: (2024)
Spline-Based Multi-State Models for Analyzing Disease Progression
by: Eletti, Alessia, et al.
Published: (2023)
by: Eletti, Alessia, et al.
Published: (2023)
Survival Data Simulation With the R Package rsurv
by: Demarqui, Fábio N.
Published: (2024)
by: Demarqui, Fábio N.
Published: (2024)
Bayesian Variable Selection for Function-on-Scalar Regression Models: a comparative analysis
by: Sousa, Pedro Henrique T. O., et al.
Published: (2023)
by: Sousa, Pedro Henrique T. O., et al.
Published: (2023)
hdMTD: An R Package for High-Dimensional Mixture Transition Distribution Models
by: Gripp, Maiara, et al.
Published: (2025)
by: Gripp, Maiara, et al.
Published: (2025)
sfislands: An R Package for Accommodating Islands and Disjoint Zones in Areal Spatial Modelling
by: Horan, Kevin, et al.
Published: (2024)
by: Horan, Kevin, et al.
Published: (2024)
BayesFBHborrow: An R Package for Bayesian borrowing for time-to-event data from a flexible baseline hazard
by: Axillus, Sophia, et al.
Published: (2024)
by: Axillus, Sophia, et al.
Published: (2024)
Similar Items
-
A Bayesian adaptive enrichment design using aggregate historical data to inform individualized treatment recommendations
by: Maleyeff, Lara, et al.
Published: (2026) -
An adaptive enrichment design using Bayesian model averaging for selection and threshold-identification of tailoring variables
by: Maleyeff, Lara, et al.
Published: (2024) -
Sparse two-stage Bayesian meta-analysis for individualized treatments
by: Shen, Junwei, et al.
Published: (2024) -
Bayesian Optimization for Identification of Optimal Biological Dose Combinations in Personalized Dose-Finding Trials
by: Willard, James, et al.
Published: (2024) -
An Efficient Approach to Design Bayesian Platform Trials
by: Hagar, Luke, et al.
Published: (2025)