Space-Time Modeling Group 

Active Grants

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• Bayesian State-Space Models for Behavioral Time Series     

  • Joint Principal Investigators: H. Ombao and R. Prado

  • NSF Division of Social and Economic Sciences (2015-2018)​

• Collaborative Research: Bayesian Approaches for Inference on Brain Connectivity

  • Joint Principal Investigators: M. Guindani and M. Vannucci

  • NSF Division of Social and Economic Sciences (2017-2020)​

• New Analytic Tools for Heart Signals and Behavior Data 

  • Principal Investigator: H. Ombao

  • UC Irvine CORCL Awards (2015-2016)
     

 

Selected Completed Grants
 

• Applied Probability and Time Series Modeling (2011-2015)

  • Principal Investigator: H. Ombao

  • NSF Division Mathematical Sciences (2011-2015)

• Spectral and Connectivity Analysis of Non-Stationary Spatio-Temporal Data (2008-2011)

  • Principal Investigator: H. Ombao

  • NSF Division of Mathematical Sciences

• Workshop: Developing Novel Statistical Methods in NeuroImaging (2012)

  • Principal Investigator: H. Ombao

  • Collaborators: M. Lindquist and W. Thompson

  • NSF Division of Mathematical Sciences 

• Models and Methods for Non-stationary Behavioral Time Series (2011-2014)

  • Joint Principal Investigators: H. Ombao and R. Prado

  • NSF Division of Social and Economic Sciences 

• Motor Intention (2009-2011)

  • Co-PI: Ombao (PI: Sanes, Brown Univ)

  • NSF Division of Cognitive Sciences (2009-2011)   

• Obsessive Compulsive Disorder (2010-2014)

  • Co-I: Ombao (PI: Haber, Rochester Univ)

  • NIMH 

• Bio-behavioral Markers of Bipolar Conversion (2009-2011)

  • Co-I: Ombao (PI: Dickstein, Brown Univ)

  • NIMH 

• Time Series in Experimental Designs (2006-2008)

  • Principal Investigator: H. Ombao

  • NSF Division of Mathematical Sciences (2006-2008)

•  Localized Cross Spectral Analysis and Pattern Recognition in Non-Stationary Signals (2004-2008)

  • Principal Investigator: H. Ombao

  • NSF Division of Mathematical Sciences

• Frequency Domain Methods in Time Series Analysis                       (2001-2004)

  • Co-PI: Ombao (PI: Stoffer, Univ Pitsburgh)

  • NSF Division of Mathematical Sciences 

• Automatic Statistical Time-Frequency Analysis (2000-2004)

  • PI at Pittsburgh site: H. Ombao (subcontract from UPenn)

  • NIMH