Rong Liu
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Associate Professor
Assistant Professor, Mathematics and Statistics , College of Natural Sciences and Mathematics
Contact Info
Overview
overview
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Rong Liu graduated with a PhD degree in Statistics from the Department of Statistics and Probability, Michigan State University in 2009. Currently, Dr. Liu is an Associate Professor in the Department of Mathematics and Statistics at The University of Toledo, Toledo OH. His research interests are nonparametric regression, spline and kernel smoothing, dimension reduction, statistical computing, credit prediction and financial econometrics.
Publications
selected publications
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Article (Faculty180)
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2022Age disparities in mental health during the COVID19 pandemic: The roles of resilience and coping. Social Science & Medicine.
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2022Age disparities in mental health during the COVID19 pandemic: The roles of resilience and coping. Social Science and Medicine.
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2020Two-Step Estimation for Time Varying Arch Models. Journal of Time Series Analysis. 41:551-570.
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2019SIMULTANEOUS CONFIDENCE BANDS FOR MEAN AND VARIANCE FUNCTIONS BASED ON DETERMINISTIC DESIGN. STATISTICA SINICA. 29:505-525.
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2017Bias-corrected estimators of scalar skew normal. Communications in Statistics - Simulation and Computation. 46:831-839.
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2017Efficient inference for parameters of unobservable periodic autoregressive time series. Communications in Statistics - Theory and Methods. 46:7390-7408.
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2017Statistical inference for generalized additive partially linear models. Journal of Multivariate Analysis. 162:1-15.
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2016SPLINE ESTIMATION OF A SEMIPARAMETRIC GARCH MODEL. Econometric Theory. 32:1023â1054.
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2014A Simultaneous Confidence Band for Dense Longitudinal Regression. Communications in Statistics - Theory and Methods. 43:5195-5210.
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2014ORACALLY EFFICIENT ESTIMATION OF AUTOREGRESSIVE ERROR DISTRIBUTION WITH SIMULTANEOUS CONFIDENCE BAND. Annals of Statistics. 42:654-668.
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2013Oracally Efficient Two-Step Estimation of Generalized Additive Model. Journal of the American Statistical Association. 108:619-631.
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2010SPLINE-BACKFITTED KERNEL SMOOTHING OF ADDITIVE COEFFICIENT MODEL. Econometric Theory. 26:29â59.
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2008Kernel estimation of multivariate cumulative distribution function. Journal of Nonparametric Statistics. 20:661-677.
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Article (Web of Science)
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2020Empirical likelihood inference for generalized additive partially linear models. TEST.Full Text via DOI: 10.1007/s11749-020-00731-1
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2020Two-Step Estimation for Time Varying Arch Models. JOURNAL OF TIME SERIES ANALYSIS.Full Text via DOI: 10.1111/jtsa.12522
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2019SIMULTANEOUS CONFIDENCE BANDS FOR MEAN AND VARIANCE FUNCTIONS BASED ON DETERMINISTIC DESIGN. STATISTICA SINICA. 29:505-525.Full Text via DOI: 10.5705/ss.202017.0033
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2018Simultaneous Pancreas and Kidney Transplantation is Associated With Inferior Long-Term Outcomes in African Americans. PANCREAS. 47:116-121.Full Text via DOI: 10.1097/MPA.0000000000000958
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2018Simultaneous Pancreas and Kidney Transplantation is Associated With Inferior Long-Term Outcomes in African Americans. PANCREAS. 47:116-121.Full Text via DOI: 10.1097/mpa.0000000000000958
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2017Statistical inference for generalized additive partially linear models. JOURNAL OF MULTIVARIATE ANALYSIS. 162:1-15.Full Text via DOI: 10.1016/j.jmva.2017.07.011
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2017Salivary protein changes in response to acute stress in medical residents performing advanced clinical simulations: a pilot proteomics study. BIOMARKERS. 22:372-382.Full Text via DOI: 10.1080/1354750X.2017.1279215
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2017Bias-corrected estimators of scalar skew normal. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION. 46:831-839.Full Text via DOI: 10.1080/03610918.2014.980512
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2017Efficient inference for parameters of unobservable periodic autoregressive time series. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. 46:7390-7408.Full Text via DOI: 10.1080/03610926.2016.1152484
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2017Salivary protein changes in response to acute stress in medical residents performing advanced clinical simulations: a pilot proteomics study. BIOMARKERS. 22:372-382.Full Text via DOI: 10.1080/1354750x.2017.1279215
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2016Statistical inference for generalized additive models: simultaneous confidence corridors and variable selection. TEST. 25:607-626.Full Text via DOI: 10.1007/s11749-016-0480-8
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2016SPLINE ESTIMATION OF A SEMIPARAMETRIC GARCH MODEL. ECONOMETRIC THEORY. 32:1023-1054.Full Text via DOI: 10.1017/S0266466615000055
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2016SPLINE ESTIMATION OF A SEMIPARAMETRIC GARCH MODEL. ECONOMETRIC THEORY. 32:1023-1054.Full Text via DOI: 10.1017/s0266466615000055
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2014ORACALLY EFFICIENT ESTIMATION OF AUTOREGRESSIVE ERROR DISTRIBUTION WITH SIMULTANEOUS CONFIDENCE BAND. ANNALS OF STATISTICS. 42:654-668.Full Text via DOI: 10.1214/13-AOS1197
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2014A Simultaneous Confidence Band for Dense Longitudinal Regression. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. 43:5195-5210.Full Text via DOI: 10.1080/03610926.2012.729643
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2013Oracally Efficient Two-Step Estimation of Generalized Additive Model. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 108:619-631.Full Text via DOI: 10.1080/01621459.2013.763726
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2010SPLINE-BACKFITTED KERNEL SMOOTHING OF ADDITIVE COEFFICIENT MODEL. ECONOMETRIC THEORY. 26:29-59.Full Text via DOI: 10.1017/S0266466609090604
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2010SPLINE-BACKFITTED KERNEL SMOOTHING OF ADDITIVE COEFFICIENT MODEL. ECONOMETRIC THEORY. 26:29-59.Full Text via DOI: 10.1017/s0266466609090604
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2008Kernel estimation of multivariate cumulative distribution function. JOURNAL OF NONPARAMETRIC STATISTICS. 20:661-677.Full Text via DOI: 10.1080/10485250802326391
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Conference Poster (Faculty180)
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Meeting Abstract (Web of Science)
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2016Racial Disparities in Simultaneous Pancreas-Kidney (SPK) Transplant Graft Survival. AMERICAN JOURNAL OF TRANSPLANTATION. 88-88.
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2015Impact of Ethnicity on Liver Transplant Survival. TRANSPLANTATION. 290-290.
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Contact
full name
- Rong Liu
visualizations
Cumulative publications in Scholars@UToledo