68 citations · 210 across the 41 of their papers we have counts for
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stat.ME2019
Sparse Estimation of Historical Functional Linear Models with a Nested Group Bridge Approach
Xiaolei Xun, Jiguo Cao
The conventional historical functional linear model relates the current value of the functional response at time t to all past values of the functional covariate up to time t. Moti…
q-bio.NC2019
Spectral Dynamic Causal Modelling of Resting-State fMRI: Relating Effective Brain Connectivity in the Default Mode Network to Genetics
Yunlong Nie, Eugene Opoku, Laila Yasmin +8
We conduct an imaging genetics study to explore how effective brain connectivity in the default mode network (DMN) may be related to genetics within the context of Alzheimer's dise…
stat.ME2019★ 1 cited
A Bayesian Spatial Model for Imaging Genetics
Yin Song, Shufei Ge, Jiguo Cao +2
We develop a Bayesian bivariate spatial model for multivariate regression analysis applicable to studies examining the influence of genetic variation on brain structure. Our model…