
How social network influences human behavior: An integrated latent space approach
How human behavior is influenced by a social network that they belong ha...
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Networkbased Trajectory Topic Interaction Map for Text Mining of COVID19 Biomedical Literature
Since the emergence of the worldwide pandemic of COVID19, relevant rese...
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A network approach to item response data: Development and applications of latent space item response models
We propose a novel network approach to item response data with advantage...
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Bayesian Shrinkage for Functional Network Models with Intractable Normalizing Constants
Longitudinal network models are widely used to study the timevarying re...
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Applying the Network Item Response Model to Student Assessment Data
This study discusses an alternative tool for modeling student assessment...
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Bayesian Model Selection for UltrahighDimensional DoublyIntractable Distributions with an Application to Network Psychometrics
Doubly intractable distributions commonly arise in many complex statisti...
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Network Mediation Analysis Using Modelbased Eigenvalue Decomposition
This paper proposes a new twostage network mediation method based on th...
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Hierarchical Network Item Response Modeling for Discovering Differences Between Innovation and Regular School Systems in Korea
The innovation school system has been implemented in Korea to cultivate ...
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Bayesian Hierarchical Spatial Model for Small Area Estimation with Nonignorable Nonresponses and Its Applications to the NHANES Dental Caries Assessments
In order to identify the demographic or dental hygienic factors that rel...
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Stochastic Approximation Hamiltonian Monte Carlo
Recently, the Hamilton Monte Carlo (HMC) has become widespread as one of...
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Social Network Mediation Analysis: a Latent Space Approach
Social networks contain data on both actor attributes and social connect...
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Ick Hoon Jin
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