URMC Research Network

Find People
Keyword
Last Name
 
More Search Options

Hongqi Xue

TitleResearch Assistant Professor
InstitutionSchool of Medicine and Dentistry
DepartmentBiostatistics and Computational Biology
AddressUniversity of Rochester Medical Center
School of Medicine and Dentistry
601 Elmwood Ave, Box 630
Rochester NY 14642
 
 Awards And Honors
1990     University Second Class Scholarship  | Jilin University
1991     University Second Class Scholarship  | Jilin University
1992     University Second Class Scholarship  | Jilin University
1993     University Second Class Scholarship  | Jilin University
1995     Excellent Graduate Student  | Jilin University
2000     Excellent Article  | 5-Th Beijing-Tianjin Joint Probability and Statistics Conference
2010     Clinical and Translational Science Pilot Award  | University of Rochester
2015 - 2016Mathematical Sciences Program Stand Grant Award  | National Security Agency (NSA)
 
 Overview
Research Interests:
Semi-Parametric and Nonparametric Statistics;
Regression Spline and Penalized Spline;
Differential Equation Models;
High-Dimensional Data Analysis;
Survival Analysis

Selected Publications (from 25 peer-reviewed publications):
1. Hongqi Xue (2002). Convergence Rate of MLEs in a Partly Linear Model,
Science in China, Series A, 45:1398-1407

2. Hongqi Xue, K.F. Lam and Guoying Li (2004). Sieve Maximum Likelihood
Estimator for Semiparametric Regression Models with Current Status Data,
Journal of the American Statistical Association, 99:346-356.

3. K.F. Lam and Hongqi Xue(2005). A Semiparametric Regression Cure
Model with Current Status Data, Biometrika, 92:573-586.

4. Hongqi Xue, K.F. Lam, Cowling Ben and De Wolf, F (2006).
Semiparametric Accelerated Failure Time Regression Analysis with
Application to Interval Censored HIV/AIDS Data, Statistics in Medicine,
25:3850-3863.

5. K.F. Lam, Hongqi Xue and Y.B. Cheung (2006). Semiparametric Analysis
of Zero-Inflated Count Data, Biometrics, 62:996-1003.

6. Hongqi Xue, Hongyu Miao and Hulin Wu (2010). Sieve Estimation of
Constant and Time-Varying Coefficients in Nonlinear Ordinary
Differential Equation Models by Considering Both Numerical Error and
Measurement Error. Annals of Statistics, 38, 2351-2387.

7. Xuming He, Hongqi Xue and Ning-Zhong Shi(2010). Sieve Maximum Likelihood
Estimator for Double Semiparametric Zero-Inflated Poisson Models. Journal of Multivariate Analysis, 101, 2026-2038.

8. Hulin Wu, Hongqi Xue and Arun Kumar (2012).Numerical Discretization-Based Estimation Methods for ODE Models with Measurement Error via Penalized Spline Smoothing. Biometrics, 68, 344-352.

9. Shuang Wu*, Hongqi Xue*, Yichao Wu and Hulin Wu (2014). (* denotes co-first authors). Variable Selection for Sparse High-Dimensional Nonlinear Regression Models by Combining Nonnegative Garrote and Sure Independence Screening. Statistica Sinica, 24, 1365-1387.

10. Hulin Wu, Tao Lu, Hongqi Xue and Hua Liang (2014). Sparse Additive ODEs for Dynamic Gene Regulatory Network Modeling. Journal of the American Statistical Association, 109, 700--716.

11. Wei Gu, Hulin Wu, Hongyu Miao and Hongqi Xue (2014). Parameter Estimation
for a Type of Nonlinear Stochastic Models Observed with Error. Computational Statistics and Data Analysis, 79, 113--119.

12. Hulin Wu, Hongyu Miao, Hongqi Xue, David J. Topham and Martin Zand (2014). Quantifying Immune Response to Influenza A Virus Infections via Multivariate Nonlinear
ODE Models with Partially Observed State Variables. Statistics in Biosciences, in press.

13. Hongyu Miao*, Hulin Wu* and Hongqi Xue* (2014). (equal contribution authors by alphabetic order). Generalized Ordinary Differential Equation Models. Journal of the American Statistical Association, accepted.

 
 Selected Publications
List All   |   Timeline
  1. Wu H, Xue H, Kumar A. Numerical discretization-based estimation methods for ordinary differential equation models via penalized spline smoothing with applications in biomedical research. Biometrics. 2012 Jun; 68(2):344-52.
    View in: PubMed

Visualizations


Xue's Networks

Concepts
_
Co-Authors
_
Similar People
_
Same Department