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Principal Investigator  
Principal Investigator's Name: Boao Kong
Institution: Beihang University
Department: school of mathematical sciences
Proposed Analysis: Recently, we started a study about the group selection method for PLS regression. And we provide a group selection method for PLS in mixed types of data. So we may need the ADNI dataset to examine our method. We need a dataset including functional data, compositional data and scalar data. Here is the reference of our subject: [1] Sutton M, Thiébaut R, Liquet B. Sparse partial least squares with group and subgroup structure[J]. Statistics in medicine, 2018, 37(23): 3338-3356. [2] Lu S, Zhao J, Wang H. MD-MBPLS: a novel explanatory model in computational social science[J]. Knowledge-Based Systems, 2021, 223: 107023.
Additional Investigators