Dr. Fuxia Cheng
Professor
Mathematics
- About
- Education
- Research
Current Courses
MAT 356.001 Statistical Computing
MAT 459.001 Statistical Computing
MAT 351.001 Statistics And Data Analysis
MAT 451.001 Statistics And Data Analysis
MAT 354.001 Nonparametric Statistics
MAT 454.001 Nonparametric Statistics
MAT 353.001 Regression And Time Series Analysis
MAT 457.001 Regression And Time Series Analysis
MAT 351.001 Statistics And Data Analysis
MAT 451.001 Statistics And Data Analysis
Ph D
Journal Article
Cheng, F., & Koul, H. An analog of Bickel-Rosenblatt test for fitting an error density in the two phase linear regression model. Metrika 86.1 (2023): 27-56.
Cheng, F. The Strong Uniform Consistency of Kernel Estimator of a Smooth Distribution Function in Censored Linear Regression. Statistics 55 (2021): 110-119.
Cheng, F. Glivenko-Cantelli Theorem for Kernel Error Distribution Estimator in the First-order Autoregressive Model. Statistics & Probability Letters 139 (2018): 95-102.
Cheng, F. Strong Convergence of the distribution estimator in the nonlinear autoregressive time series.. Journal of Multivariate Analysis 142 (2015): 41-47.
Wang, J., Liu, R., Cheng, F., & Yang, L. Oracally Efficient Estimation of Autoregressive Error Distribution. Annals of Statistics 42 (2014): 654-668.
Presentations
Asymptotic properties of density estimators in censored linear regression. International Workshop on Modern Methods in Financial Statistics. Soochow University. (2012)
Density Estimators in Censored Linear Regression. Department of Mathematics. Illinois State University. (2011)
Density and Variance Estimation in Nonlinear Autoregressive Time Series. oral presentation. First Wuxi International Statistics Forum. (2011)
Asymptotic properties in ARCH(p)-time series. Institute of Statistical Science of Academic Sinica. (2010)
"Global Property of Error Density Estimation in Nonlinear Autoregressive Time Series Models. ICSA 2010 Applied Statistics Symposium. (2010)