48 citations · 122 across the 27 of their papers we have counts for
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stat.ME2023★ 1 cited
Latent Subgroup Identification in Image-on-scalar Regression
Zikai Lin, Yajuan Si, Jian Kang
Image-on-scalar regression has been a popular approach to modeling the association between brain activities and scalar characteristics in neuroimaging research. The associations co…
stat.ME2023
Bayesian inference for group-level cortical surface image-on-scalar-regression with Gaussian process priors
Andrew S. Whiteman, Timothy D. Johnson, Jian Kang
In regression-based analyses of group-level neuroimage data researchers typically fit a series of marginal general linear models to image outcomes at each spatially-referenced pixe…
stat.ME2023
Statistical inferences for complex dependence of multimodal imaging data
Jinyuan Chang, Jing He, Jian Kang +1
Statistical analysis of multimodal imaging data is a challenging task, since the data involves high-dimensionality, strong spatial correlations and complex data structures. In this…