The National Science Foundation (NSF) awarded a $225,444 Project Grant under the Mathematical and Physical Sciences (CFDA 47.049) federal grant program to the Research Foundation of the City University of New York (RFCUNY) - Baruch College. The grant, titled "LEAPS-MPS: Covariate-Assisted Analysis of Spectral Matrices with Applications to Physiological Signals", will develop advanced statistical methods to analyze high-dimensional physiological signals collected in modern studies. The project aims to: 1) create nonparametric dimension reduction techniques for modeling covariate-dependent spectral matrices, 2) introduce a novel covariate-assisted graphical model for high-dimensional time series, and 3) develop a regression model to assess associations between study variables and spectral matrices. The award will also support personalized training and mentoring programs for graduate and undergraduate students, with a focus on underrepresented groups. The project period runs from August 1, 2024 to July 31, 2026.
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