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09/20/2023
Inference-based statistical network analysis uncovers star-like brain functional architectures for internalizing psychopathology in children
To improve the statistical power for imaging biomarker detection, we pro...
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05/16/2023
Bayesian mixed model inference for genetic association under related samples with brain network phenotype
Genetic association studies for brain connectivity phenotypes have gaine...
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02/20/2023
Bayesian subtyping for multi-state brain functional connectome with application on adolescent brain cognition
Converging evidence indicates that the heterogeneity of cognitive profil...
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12/19/2022
Covariance-on-Covariance Regression
A Covariance-on-Covariance regression model is introduced in this manusc...
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12/02/2022
Genetic underpinnings of brain structural connectome for young adults
With distinct advantages in power over behavioral phenotypes, brain imag...
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02/14/2022
Bayesian semi-parametric inference for clustered recurrent events with zero-inflation and a terminal event/4163305
Recurrent event data are common in clinical studies when participants ar...
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01/27/2022
Bayesian network mediation analysis with application to brain functional connectome
Brain functional connectome, the collection of interconnected neural cir...
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03/10/2020