Statistical Inferences for Complex Dependence of Multimodal Imaging Data*
Sign Up to like & getrecommendations! Published in 2023 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2023.2200610
Abstract: 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 paper, we propose rigorous statistical testing procedures for making inferences on… read more here.
Keywords: complex dependence; multimodal imaging; inferences complex; imaging data ... See more keywords
Leveraging summary statistics to make inferences about complex phenotypes in large biobanks
Sign Up to like & getrecommendations! Published in 2019 at "Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing"
DOI: 10.1142/9789813279827_0036
Abstract: As genetic sequencing becomes less expensive and data sets linking genetic data and medical records (e.g., Biobanks) become larger and more common, issues of data privacy and computational challenges become more necessary to address in… read more here.
Keywords: leveraging summary; complex phenotypes; make inferences; inferences complex ... See more keywords