Imagen de Portada

Bayesian Calibration of Stochastic Agent Based Model via Random Forest

Fuente: Wiley Open Access

Guardado en:

Detalles Bibliográficos
Autores principales:	Connor Robertson, Cosmin Safta, Nicholson Collier, Jonathan Ozik, Jaideep Ray
Formato:	Artículo Open Access
Publicado:	Wiley 2025
Materias:	Statistics in Medicine
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Bayesian calibration of stochastic agent based model via random forest
por: Robertson, Connor, et al.
Publicado: (2024)

Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogates
por: Robertson, Connor, et al.
Publicado: (2025)

Random Survival Forest for Censored Functional Data
por: Giuseppe Loffredo, et al.
Publicado: (2025)

A Generalized Bayesian Stochastic Block Model for Microbiome Community Detection
por: Kevin C. Lutz, et al.
Publicado: (2025)

Bayesian Response‐Adaptive Randomization for Cluster Randomized Controlled Trials
por: Yunyi Liu, et al.
Publicado: (2026)

Missing Value Imputation With Adversarial Random Forests— MissARF
por: Pegah Golchian, et al.
Publicado: (2026)

Bayesian Hierarchical Models With Calibrated Mixtures of g‐priors for Assessing Treatment Effect Moderation in Meta‐Analysis
por: Qiao Wang, et al.
Publicado: (2026)

Detecting Outbreaks Using a Latent Field: Part I -- Spatial Modeling
por: Safta, Cosmin, et al.
Publicado: (2024)

Bayesian Prediction of Event Times Using Mixture Model for Blinded Randomized Controlled Trials
por: Jingyan Fu, et al.
Publicado: (2025)

A Partially Randomized Patient Preference, Sequential, Multiple‐Assignment, Randomized Trial Design Analyzed via Weighted and Replicated Frequentist and Bayesian Methods
por: Marianthie Wank, et al.
Publicado: (2024)

Random Survival Forest With Multiple Imputation Analysis for Case‐Cohort and Generalized Case‐Cohort Studies
por: Haolin Li, et al.
Publicado: (2025)

A Bayesian Multivariate Model With Temporal Dependence on Random Partition of Areal Data for Mosquito‐Borne Diseases
por: Jessica Pavani, et al.
Publicado: (2025)

Bayesian Random‐Effects Meta‐Analysis of Aggregate Data on Clinical Events
por: Christian Röver, et al.
Publicado: (2026)

Detecting Outbreaks Using a Latent Field: Part II -- Scalable Estimation
por: Bridgman, Wyatt, et al.
Publicado: (2024)

Balancing Events, Not Patients, Maximizes Power of the Logrank Test: And Other Insights on Unequal Randomization in Survival Trials
por: Godwin Yung, et al.
Publicado: (2025)

A Personalized Predictive Model That Jointly Optimizes Discrimination and Calibration
por: Tatiana Krikella, et al.
Publicado: (2025)

A Bayesian Two‐Step Multiple Imputation Approach Based on Mixed Models for Missing EMA Data
por: Yiheng Wei, et al.
Publicado: (2025)

Analysis of Cohort Stepped Wedge Cluster‐Randomized Trials With Nonignorable Dropout via Joint Modeling
por: Alessandro Gasparini, et al.
Publicado: (2025)

Bayesian Generalized Linear Models for Analyzing Compositional and Sub‐Compositional Microbiome Data via EM Algorithm
por: Li Zhang, et al.
Publicado: (2025)

The Impact of Violation of the Proportional Hazards Assumption on the Calibration of the Cox Proportional Hazards Model
por: Peter C. Austin, et al.
Publicado: (2025)

A Nonparametric Regression Calibration for the Accelerated Failure Time Model With Measurement Error
por: Yih‐Huei Huang, et al.
Publicado: (2024)

Model‐Robust Standardization in Cluster‐Randomized Trials
por: Fan Li, et al.
Publicado: (2025)

A Bayesian Approach for Robust Longitudinal Envelope Models
por: Peng Zeng, et al.
Publicado: (2026)

Bayesian Network Meta‐Analysis With One or Two Continuous Outcomes Measured at Multiple Time Points Using Gaussian Random Walks With Drift
por: Pai‐Shan Cheng, et al.
Publicado: (2026)

A Bayesian Approach to the G‐Formula via Iterative Conditional Regression
por: Ruyi Liu, et al.
Publicado: (2025)

A Bayesian Location‐Scale Joint Model for Time‐To‐Event and Multivariate Longitudinal Data With Association Based on Within‐Individual Variability
por: Marco Palma, et al.
Publicado: (2026)

Simultaneous Representation Learning of Multi‐Omics and Clinical Outcome Data via a Supervised Knowledge‐Guided Bayesian Factor Model
por: Qiyiwen Zhang, et al.
Publicado: (2026)

Correction to “Model‐Robust Standardization in Cluster‐Randomized Trials”
Publicado: (2026)

Calibration plots for multistate risk prediction models
por: Alexander Pate, et al.
Publicado: (2024)

Bayesian Estimation of Partial Functional Tobit Censored Quantile Regression Model
por: Chunjie Wang, et al.
Publicado: (2025)

A Bayesian Prevalence‐Incidence Mixture Model for Screening Outcomes With Misclassification
por: Thomas Klausch, et al.
Publicado: (2026)

Bayesian Safety and Futility Monitoring in Phase II Trials Using One Utility‐Based Rule
por: Juhee Lee, et al.
Publicado: (2024)

Improved Pharmacovigilance Signal Detection Using Bayesian Generalized Linear Mixed Models
por: Paloma Hauser, et al.
Publicado: (2025)

A Bayesian Causal Model for Matrix‐Valued Exposures With Applications to Radiotherapy Planning
por: Zijin Liu, et al.
Publicado: (2026)

MARGO: Machine Learning‐Assisted Adaptive Randomization for Group Sequential Trials Based on Overlap Weights
por: Yeonhee Park, et al.
Publicado: (2025)

Dynamic Borrowing From Historical Controls via the Synthetic Prior With Covariates in Randomized Clinical Trials
por: Daniel E. Schwartz, et al.
Publicado: (2026)

Joint Bayesian Hidden Markov Model With Subject‐Specific Transitions for Wearable Sensor Data
por: Wenbo Fei, et al.
Publicado: (2025)

BEAM: Bayesian Hybrid Design With Adaptive Sample Size Through Multisource Exchangeability Modeling
por: Feng Tian, et al.
Publicado: (2025)

A Bayesian Mixture of Exponential Family Factor Models for Uncovering Disease Progression Subtypes
por: Kai Kang, et al.
Publicado: (2025)

Bayesian Modeling of Cancer Outcomes Using Genetic Variables Assisted by Pathological Imaging Data
por: Yunju Im, et al.
Publicado: (2025)