Siliang Zhang
Dados Biográficos
| ID | 10370446 |
|---|---|
| NOME | Siliang Zhang |
| PRENOMES | Siliang |
| SOBRENOME | Zhang |
| ASSINATURA | ZHANG S |
| AFILIAÇÕES | KLATASDS‐MOE, School of Statistics East China Normal University Shanghai China |
| VERIFICADO | Não |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2026 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2026 |
| ÍNDICE H | 0 |
An efficient MCMC‐Inla algorithm for Bayesian inference of logistic graded response models
This paper proposes a Bayesian MCMC‐INLA algorithm specifically designed for both unidimensional and multidimensional logistic graded response models (LGRMs). The algorithm incorporates a computationally efficient data augmentation approach by introducing Pólya‐Gamma variables and latent variables, thereby addressing the limitations of traditional Bayesian MCMC methods in handling item response theory (IRT) models with logistic link functions. By…
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An efficient MCMC‐Inla algorithm for Bayesian inference of logistic graded response models
This paper proposes a Bayesian MCMC‐INLA algorithm specifically designed for both unidimensional and multidimensional logistic graded response models (LGRMs). The algorithm incorporates a computationally efficient data augmentation approach by introducing Pólya‐Gamma variables and latent variables, thereby addressing the limitations of traditional Bayesian MCMC methods in handling item response theory (IRT) models with logistic link functions. By…
Bayesian inference (1 obras) · Bayesian Methods and Mixture Models (1 obras) · Bayesian probability (1 obras) · Gibbs sampling (1 obras) · Inference (1 obras) · Item response theory (1 obras) · Laplace's method (1 obras) · Latent variable (1 obras) · Markov chain Monte Carlo (1 obras) · Psychometric Methodologies and Testing (1 obras)