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Faculty and Staff

Yongtao  Guan

Yongtao Guan

Professor and Department Chair, Management Science

(305) 284-2189
Kosar Epstein 410
yguan@bus.miami.edu


Research Interests

  • Modeling data with correlation such as spatial, recurrent event and longitudinal data

Selected Publications

Guan, Y., Li, Y. and Sinha, R. (2011), “Account for Measurement Error for Predictors Derived from Stochastic Processes with Application in Modeling Cocaine Addiction Data,” Journal of the American Statistical Association, Application and Case Studies, 106(494), 480-493.

Diggle, P., Guan, Y., Hart, A., Paize, F. and Stanton, M. (2010), “Estimating Individual-Level Risk in Spatial Epidemiology Using Spatially Aggregated Information on the Population at Risk," Journal of the American Statistical Association, Application and Case Studies, 105(492), 1394-1402

Guan, Y. (2009), “On Nonparametric Variance Estimation for Second-Order Statistics of Inhomogeneous Spatial Point Processes with a Known Parametric Intensity Form," Journal of the American Statistical Association, Theory and Methods, 104(488), 1482-1491

Guan, Y. (2008), “On Consistent Nonparametric Intensity Estimation for Inhomogeneous Spatial Point Processes", Journal of the American Statistical Association, Theory and Methods, 103(483), 1238-1247

Guan, Y., Waagepetersen, R. and Beale, C. (2008), “Second-Order Analysis of Inhomogeneous Spatial Point Processes with Proportional Intensity Functions," Journal of the American Statistical Association, Theory and Methods, 103(482), 769-777

Guan, Y. and Loh, J. M. (2007), “A Thinned Block Bootstrap Variance Estimation Procedure for Inhomogeneous Spatial Point Patterns," Journal of the American Statistical Association, Theory and Methods, 102(480), 1377-1386

Guan, Y. and Wang, H. (2010), “Sufficient Dimension Reduction for Spatial Point Processes directed by Gaussian Random Fields," Journal of the Royal Statistical Society, Series B, 72(3), 367-387

Waagepetersen, R. and Guan, Y. (2009), “Two-Step Estimation for Inhomogeneous Spatial Point Processes", Journal of the Royal Statistical Society, Series B, 71(3), 685-702

Guan, Y. (2008), “Variance Estimation for Statistics Computed from Inhomogeneous Spatial Point Processes," Journal of the Royal Statistical Society, Series B, 70(1), 175-190.

Guan, Y. and Sherman, M. (2007), “On Least Squares Fitting for Stationary Spatial Point Processes," Journal of the Royal Statistical Society, Series B, 69(1), 31-49

Guan, Y. and Shen, Y. (2010), A Weighted Estimating Equation Approach for Inhomogeneous Spatial Point Processes," Biometrika, 97(4), 867-880

Guan, Y. (2009), “Fast Block Variance Estimation Procedures for Inhomogeneous Spatial Point Processes," Biometrika, 96(1), 213-220

Guan, Y. (2008), “A Goodness-of-Fit Test for Inhomogeneous Spatial Poisson Processes," Biometrika, 95(4), 831-845.


Teaching and Professional Experience

  • Associate Professor, Division of Biostatistics, Yale University, 2009-2011
  • Assistant Professor, Division of Biostatistics, Yale University, 2006-2009
  • Assistant Professor, Management Science, University of Miami, 2003-2006

Degrees

  • Ph.D., Statistics, Texas A&M University, 2003
  • B.S., Statistics, Minor in Economics, Peking University, 1998

Links

    School of Business Administration
    P.O. Box 248027, Coral Gables, Florida 33124-6520
 
 
TEL: 305-284-4643
FAX: 305-284-6526
 
GRADUATE: 305-284-2510
UNDERGRADUATE: 305-284-4641