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Bayesian Hierarchical Models for Subgroup Analysis

Pharmaceutical Statistics
ABSTRACT In conventional subgroup analyses, subgroup treatment effects are estimated using data from each subgroup separately without considering data from other subgroups in the same study. The subgroup treatment effects estimated this way may be heterogenous with high variability due to small sample sizes in some subgroups and much ...
Yun Wang   +9 more
openaire   +2 more sources

Bayesian Hierarchical Models

JAMA, 2018
Anna E, McGlothlin, Kert, Viele
openaire   +2 more sources

Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models With Watson Distributions

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
Wentao Fan, Nizar Bouguila, Yang Lin
exaly  

An Analytically Tractable Solution for Hierarchical Bayesian Model Updating With Variational Inference Scheme

Mechanical Systems and Signal Processing, 2023
Ka-Veng Yuen, Costas Papadimitriou
exaly  

Bayesian Network Structure Inference with an Hierarchical Bayesian Model

2010
Bayesian Networks (BNs) are applied to a wide range of applications. In the past few years great interest is dedicated to the problem of inferring the structure of BNs solely from the data. In this work we explore a probabilistic method which enables the inclusion of extra knowledge in the inference of BNs.
openaire   +1 more source

Hierarchical Bayesian Approach for Model Parameter Updating in Piezoelectric Energy Harvesters

Mechanical Systems and Signal Processing, 2022
Gaofeng Jia, Rafael Ruiz
exaly  

Bayesian Hierarchical Modelling for Antimicrobial Resistance

2022
Maya Zhelyazkova   +6 more
openaire   +1 more source

Generalized Hierarchical Bayesian Inference for Fatigue Life Prediction Based on Multi-Parameter Weibull Models

International Journal of Fatigue, 2022
Chengming Lan, Hui Li, B F Spencer
exaly  

Hierarchical Bayesian Modeling Framework for Model Updating and Robust Predictions in Structural Dynamics Using Modal Features

Mechanical Systems and Signal Processing, 2022
Omid Sedehi   +2 more
exaly  

Hierarchical Bayesian Uncertainty Quantification of Finite Element Models Using Modal Statistical Information

Mechanical Systems and Signal Processing, 2022
Lambros S Katafygiotis   +2 more
exaly  

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