• smoothing splines
• statistical computing
• biostatistical modelling: renal diseases, human circadian rhythm, ...
• microarray data analysis
• reliability

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• My Mathematical Genealogy can be traced back to the 1400s
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Publications by year:

• Xiaoran Ma, Wensheng Guo, Mengyang Gu, Len Usvyat, Peter Kotanko and Yuedong Wang, A Nonparametric Mixed-Effects Mixture Model for Patterns of Clinical Measurements Associated with COVID-19. Annals of Applied Statistics, to appear.
• Zhijian Li, Tiejun Tong and Yuedong Wang, A difference-based method for testing no effect in nonparametric regression. Computational Statistics
• Yutong Zhai, Zhanfeng Wang and Yuedong Wang, A nonparametric concurrent regression model with multivariate functional inputs Statistics and Its Interface
• Sunpeng Duan, Yuedong Wang, Peter Kotanko and Hanjie Zhang, Network analysis of spread of SARS-CoV-2 within dialysis clinics: A multi-center network analysis. PLOS ONE

• Harvey Kaufman, Catherine Wang, Yuedong Wang, Hao Han, Sheetal Chaudhuri, Len Usvyat, Carly Contino Hahn, Robert Kossmann and Michael Kraus, Machine Learning Case Study: Patterns of Kidney Function Decline and Their Association With Clinical Outcomes Within 90 Days After the Initiation of Renal Dialysis. Advances in Kidney Disease and Health
• Karlien ter Meulen, Xiaolin Ye, Yuedong Wang, Len Usvyat, Frank van der Sande, Constantijn Konings, Peter Kotanko, Jeroen Kooman and Franklin Maddux, Variability of Serum Phosphate in Incident Hemodialysis Patients: Association with All-Cause Mortality. Kidney360
• Peter Kotanko, Hanjie Zhang and Yuedong Wang, Artificial Intelligence and Machine Learning in Dialysis: Ready for Prime Time? Clinical Journal of the American Society of Nephrology
• Ariella Mermelstein, Jochen Raimann, Yuedong Wang, Peter Kotanko and John Daugirdas, Ultrafiltration Rate Levels in Hemodialysis Patients Associated with Weight-Specific Mortality Risks. Clinical Journal of the American Society of Nephrology
• Juntao Duan, Hanmo Li, Xiaoran Ma, Hanjie Zhang, Rachel Lasky, Caitlin Monaghan, Sheetal Chaudhuri, Len Usvyat, Mengyang Gu, Wensheng Guo, Peter Kotanko and Yuedong Wang, Predicting SARS-CoV-2 infection among hemodialysis patients using multimodal data. Frontiers in Nephrology

• Hao Dong and Yuedong Wang, Nonparametric Neighborhood Selection in Graphical Models. Journal of Machine Learning Research 23:1-36. (JMLR)
• Chong Gu and Yuedong Wang, Grace Wahba and the Wisconsin Spline School. Notices of the American Mathematical Society 69:340-350.(AMS)
• Zhanfeng Wang, Hao Dong, Ping Ma, and Yuedong Wang. Estimation and model selection for nonparametric function-on-function regression. Journal of Computational and Graphical Statistics 31:835-845. (Taylor&Francis)
• Jiahui Yu, Kevin Wang, Anna Liu, and Yuedong Wang, Reproducing Kernel Hilbert Space. Wiley STATSREF.
• Jochen G Raimann, Yuedong Wang, Ariella Mermelstein, Peter Kotanko, and John T Daugirdas, Ultrafiltration rate thresholds associated with increased mortality risk in hemodialysis, unscaled or scaled to body size. Kidney International Reports 7:1585-1593. (PubMed)
• Xiaoling Wang, Maggie Han, Lemuel Rivera Fuentes, Ohnmar Thwin, Nadja Grobe, Kevin Wang, Yuedong Wang, and Peter Kotanko. SARS-CoV-2 neutralizing antibody response after three doses of mRNA1273 vaccine and COVID-19 in hemodialysis patients. Frontiers in Nephrology 2:. (PubMed)
• Sheetal Chaudhuri, John Larkin, Murilo Guedes, Yue Jiao, Peter Kotanko, Yuedong Wang, Len Usvyat, Jeroen P Kooman, Predicting Mortality Risk in Dialysis: Assessment of Risk Factors using Traditional and Advanced Modelling Techniques within the MONDO Initiative, Hemodialysis International. (PubMed)

• Ohnmar Thwin, Nadja Grobe, Leticia M. Tapia Silva, Xiaoling Ye, Hanjie Zhang, Yuedong Wang, and Peter Kotanko, SARS-CoV-2 Seropositivity Rates in Patients and Clinical Staff in New York City Dialysis Facilities: Association With the General Population. Kidney Medicine 3:678-679.(PubMed)
• Hongmei Lin, Tiejun Tong, Yuedong Wang, Wenchao Xu, and Riquan Zhang, Direct Local Linear Estimation for Sharpe Ratio Function. Canadian Journal of Statistics. (Wiley)
• Sheetal Chaudhuri, Hao Han, Len Usvyat, Yue Jiao, David Sweet, Allison Vinson, Stephanie Johnstone Steinberg, Dugan Maddux, Kathleen Belmonte, Jane Brzozowski, Brad Bucci, Peter Kotanko, Yuedong Wang, Jeroen P Kooman, Franklin W Maddux, and John Larkin, Machine Learning Directed Interventions Associate with Decreased Hospitalization Rates in Hemodialysis Patients. International Journal of Medical Informatics 153:(PubMed).
• Sheetal Chaudhuri, Rachel Lasky, Yue Jiao, John Larkin, Caitlin Monaghan, Anke Winter, Luca Neri, Peter Kotanko, Jeffrey Hymes, Sangho Lee, Yuedong Wang, Jeroen P Kooman, Franklin Maddux, and Len Usvyat, Trajectories of Clinical and Laboratory Characteristics Associated with COVID-19 in Hemodialysis Patients by Survival. Hemodialysis International (PubMed).
• Ravi Thadhani, Joanna Willetts, Catherine Wang, John Larkin, Hanjie Zhang, Lemuel Rivera Fuentes, Len Usvyat, Kathleen Belmonte, Yuedong Wang, Robert Kossmann, Jeffrey Hymes, Peter Kotanko, and Franklin Maddux, Transmission of SARS-CoV-2 Considering Shared Chairs in Outpatient Dialysis: A Real-World Case-Control Study. BMC Nephrology (PubMed).
• Alhaji Cherif, Joanna L. Willetts, Len Usvyat, Yuedong Wang and Peter Kotanko, Comparative analysis of COVID-19 reproduction rates in the dialysis and general populations. Journal of the American Society of Nephrology 32:791-794. (PubMed).
• Allison Shapiro, Nicole Marinsek, Ieuan Clay, Ben Bradshaw, Ernesto Ramirez, Jae Min, Andrew Trister, Yuedong Wang, Tim Althoff, and Luca Foschini, Characterizing COVID-19 and Influenza Illnesses in the Real World via Person-Generated Health Data, Cell Patterns (PubMed).
• Danqing Xu and Yuedong Wang, Low Rank Approximation for Smoothing Spline via Eigensystem Truncation, Stat, 10:e355. (Wiley).
• Priscila Preciado, Leticia M. Tapia Silva, Xiaoling Ye, Hanjie Zhang, Yuedong Wang, Peter Waguespack, Jeroen P. Kooman and Peter Kotanko, Arterial Oxygen Saturation and Hypoxemia in Hemodialysis Patients with COVID-19, Clinical Kidney Journal 14:1222-1228 (PubMed).
• Fang-I Chu and Yuedong Wang, Estimating Time-Varying Treatment Switching Effect Using Accelerated Failure Time Model with Application to Vascular Access for Hemodialysis. Communications in Statistics - Theory and Methods (Taylor&Francis)

• Joy Yu, Jian Shi, Anna Liu and Yuedong Wang, Smoothing Spline Semiparametric Density Models, Journal of the American Statistical Association, to appear.
• Murilo Guedes, Roberto Pecoits-Filho, Juliana El Ghoz Leme, Yue Jiao, Jochen G. Raimann, Yuedong Wang, Peter Kotanko, Thyago Proenca de Moraes, Ravi Thadhani, Franklin W. Maddux, Len A. Usvyat, John W. Larkin (2020), Impacts of dialysis adequacy and intradialytic hypotension on changes in dialysis recovery time. BMC Nephrology21: (PubMed).
• Zongliang Hu, Zhishui Hu, Kai Dong, Tiejun Tong, and Yuedong Wang, A Shrinkage Approach to Joint Estimation of Multiple Covariance Matrices, Metrika84:339-374.
• Bernard Canaud, Xiaoling Ye, Len Usvyat, Jeroen Kooman, Frank van der Sande, Jochen Raimann, Yuedong Wang, Peter Kotanko, Clinical and predictive value of simplified creatinine index (SCI) used as muscle mass surrogate in end stage kidney disease hemodialysis patients - results from the International MONDO Initiative, Nephrol Dial Transplant.35:2167-2171 (PubMed).
• Marijke Dekker, Len Usvyat, Constantijn Konings, Jeroen Kooman, Bernard Canaud, Paola Carioni, Daniele Marcelli, Frank van der Sande, Vaibhav Maheshwari, Yuedong Wang, Peter Kotanko, and Jochen Raimann, Changes in pre-dialysis blood pressure variability in the first year of dialysis associate with mortality in European hemodialysis patients: A retrospective cohort study on behalf of the MONDO-Initiative,Journal of Human Hypertension, (PubMed).
• Jiandong Shi, Tiejun Tong, Yuedong Wang and Marc G. Genton, Estimating the mean and variance from the five-number summary of a log-normal distribution, Statistics and Its Interface,13:519-531.
• Raimann JG, Chu F, Kalloo S, Zhang H, Maddux F, Wang Y and Kotanko P, Delayed conversion from central venous catheter to non-catheter hemodialysis access associates with an increased risk of death, Hemodialysis International,24:299-308 (PubMed).
• Chiu C, Liu A and Wang Y, Smoothing Spline Mixed-Effects Density Models for Clustered Data, Statistica Sinica 30: 397-416.
• Zhang H, Preciado P, Wang Y, Meyring-Wosten A, Raimann JG, Kooman JP, van der Sande FM, Usvyat LA, Maddux D, Maddux FW, Kotanko P, Association of all-cause mortality with pre-dialysis systolic blood pressure and its peridialytic change in chronic hemodialysis patients, Nephrol Dial Transplant. (PubMed).
• Zachary Terner, Andrew Long, Marta Reviriego-Mendoza, John W. Larkin, Len A. Usvyat, Peter Kotanko, Franklin W. Maddux and Yuedong Wang, Seasonal and secular trends of cardiovascular, nutritional, and inflammatory markers in hemodialysis patients, Kidney360 1:93-105
• Weller RB, Wang Y, He J, Maddux FW, Usvyat L, Zhang H, Feelisch M, Kotanko P. Does Incident Solar Ultraviolet Radiation Lower Blood Pressure? J Am Heart Assoc. 9:e013837 (PubMed).

• Jeroen P. Kooman, Len A. Usvyat, Marijke J.E. Dekker, Dugan W. Maddux, Jochen G. Raimann, Frank M. van der Sande, Xiaoling Ye, Yuedong Wang, Peter Kotanko, Cycles, arrows and turbulence: Time patterns in renal disease, a path from epidemiology to personalized medicine? Blood Purification 47:171-184 (PubMed).
• Norbert Reich and Yuedong Wang, Highly effective active learning in a one-year Biochemistry series with limited resources, Biochemistry and Molecular Biology Education 47:7-15 (PubMed).
• Xiaoling Ye, Jeroen Kooman, Frank Van der Sande, Bernard Canaud, Stefano Stuard, Michael Etter, Xiaoqi Xu, Cristina Marelli, Adrian Guinsburg, Albert Power, Len Usvyat, Yuedong Wang, Peter Kotanko, Jochen Raimann, Increased Mortality Associated with Higher Pre-dialysis Serum Sodium Variability: Results of the International MONDO Initiative American Journal of Nephrology 49:1-10 (PubMed).
• Michelle M.Y. Wong, Stephan Thijssen, Yuedong Wang, Len A. Usvyat, Qingqing Xiao, Peter Kotanko, Franklin W. Maddux (2019), Prediction of mortality and hospitalization risk using nutritional indicators and their changes over time in a large prevalent hemodialysis cohort Journal of Renal Nutrition 30:69-78 (PubMed).
• Jian Shi, Anna Liu, and Yuedong Wang, Spline density estimation and inference with model-based penalties Journal of Nonparametric Statistics 31:596-611
• Grace Wahba and Yuedong Wang. Representer Theorem. Wiley STATSREF.
• Xiaoling Ye, Jeroen P Kooman, Frank M van der Sande, Jochen G Raimann, Len A Usvyat, Yuedong Wang, Franklin W Maddux, Peter Kotanko. Relationship between serum phosphate levels and survival in chronic hemodialysis patients: interactions with age, malnutrition, and inflammation. Clinical Kidney Journal

• Danqing Xu and Yuedong Wang, Divide and Recombine Approaches for Fitting Smoothing Spline Models with Large Datasets, Journal of Computational and Graphical Statistics27: 677-683..
• Dekker M, Konings C, Canaud B, Carioni P, Guinsburg A, Madero M, van der Net J, Raimann J, van der Sande F, Stuard S, Usvyat LA, Wang Y, Xu X, Kotanko P and Kooman J, Pre-dialysis fluid status, pre-dialysis systolic blood pressure and outcome in prevalent haemodialysis patients: results of an international cohort study on behalf of the MONDO initiative, Nephrology Dialysis Transplantation33: 2027-2034.
• Raimann J, Ficociello L, Usvyat LA, Zhang H, Pacelli L, Moore S, Sheppard P, Xiao Q, Wang Y, Mullon C, Balter P, Sullivan T and Kotanko P, Effects of dialysate to serum sodium (Na+) alignment in chronic hemodialysis (HD) patients: Retrospective cohort study from a quality improvement project, BMC Nephrology19:75 (PubMed).
• Dugan W. Maddux, Len A. Usvyat, Danqing Xu, Yuedong Wang, Peter Kotanko, Frank M. van der Sande, Jeroen P. Kooman, Franklin W. Maddux, The Association of Weekly Hemodialysis Pre-systolic Blood Pressure and Following Week Mortality,Kidney & Blood Pressure Research 43: 88-97 (PubMed).
• Samer R. Abbas, Stephan Thijssen, E. Lars Penne, Jochen G. Raimann, Li Liu, Murat H. Sipahioglu, Eric Seibert, Yuedong Wang, Yuqi Chen, Qingqing Xiao, Nathan W. Levin, Peter Kotanko, Fansan Zhu, Effect of change in fluid status evaluated by bioimpedance techniques on body composition in hemodialysis patients, Journal of Renal Nutrition 28: 183-190 (PubMed).
• Meyring-Wosten A, Luo Y, Zhang H, Preciado P, Thijssen S, Wang Y, Kotanko P, Intradialytic Hypertension is Associated with Low Intradialytic Arterial Oxygen Saturation, Nephrology Dialysis Transplantation 33: 1040-1045 (PubMed).
• Patel S, Topping A, Ye X, Zhang H, Canaud B, Carioni P, Marelli C, Guinsburg A, Power A, Duncan N, Kooman J, van der Sande F, Usvyat LA, Wang Y, Xu X, Kotanko P and Raimann J, Association between Heights of Dialysis Patients and Outcomes: Results from a Retrospective Cohort Study of the International Monitoring Dialysis Outcomes Database Initiative, Blood Purification 45: 245-253 (PubMed).
• Kaysen G, Ye X, Raimann J, Wang Y, Topping A, Usvyat LA, Stuard S, Canaud B, van der Sande F, Kooman J and Kotanko P, Lipid levels are inversely associated with infectious and all-cause mortality: International MONDO study results, Journal of LIPID Research 59: 1519-1528 (PubMed).

• Yuqi Chen and Yuedong Wang, Variable selection for joint models of multivariate longitudinal measurements and event time data, Statistics in Medicine 36: 3820-3829 (PubMed).
• Rakesh Malhotra, Xia Tao, Yuedong Wang, Yuqi Chen, Rebecca Apruzzese, Paul Balter, Qingqing Xiao, Len Usvyat, Peter Kotanko, Stephan Thijssen, Performance of the Surprise Question Compared to Prediction Models in Hemodialysis Patients: A Prospective Study, American Journal of Nephrology 46: 390-396 (PubMed).
• Jie Ma, Yanna Dou, Hanjie Zhang, Stephan Thijssen, Schantel Williams, Viktoriya Kuntsevich, Georges Ouellet, Michelle M.Y. Wong, Vanja Persic, Anja Kruse, Laura Rosales, Yuedong Wang, Nathan W. Levin and Peter Kotanko, Correlation between Inflammatory Biomarkers and Red Blood Cell Life Span in Chronic Hemodialysis Patients, Blood Purification, 43: 200-205 (PubMed).
• Hongmei Lin, Qiquan Zhang, Jianhong Shi and Yuedong Wang, Varying-coefficient single-index model for longitudinal data, Statistics and Its Interface, 10: 495-504.
• Grace Wahba and Yuedong Wang, Spline Function: Overview. Wiley STATSREF.
• Hongmei Lin, Riquan Zhang, Wenchao Xu and Yuedong Wang, Estimating time-varying treatment switching effects via local linear smoothing and quasi-likelihood, Computational Statistics and Data Analysis, 110: 50-63.
• Marijke J.E. Dekker, Daniele Marcelli, Bernard J. Canaud, Paola Carioni, Yuedong Wang, Aileen Grassmann, Constantijn J.A.M. Konings, Peter Kotanko, Karel M. Leunissen, Nathan W. Levin, Frank M. van der Sande, Xiaoling Ye, Vaibhav Maheshwari, Len A. Usvyat,and Jeroen P. Kooman, Impact of fluid status and inflammation and their interaction on survival: a study in an international hemodialysis patient cohort, Kidney International, 91: 1214-1223 (PubMed).
• Jochen G. Raimann, Claudia Barth, Len A Usvyat, Priscila Preciado, Bernard Canaud, Michael Etter, Xiaoqi Xu, Adrian Guinsburg, Cristina Marelli, Neil Duncan, Albert Power, Frank M van der Sande, Jeroen P Kooman, Stephan Thijssen, Yuedong Wang and Peter Kotanko, Dialysis access as an area of improvement in elderly incident hemodialysis patients: Results from a cohort study from the international Monitoring Dialysis Outcomes (MONDO) Initiative, American Journal of Nephrology, 45: 486-496 (PubMed).

• J Raimann, B Canaud, M Etter, J Kooman, N Levin, D Marcelli, C Marelli, A Power, N Duncan, F van der Sande, S Thijssen, X Xu, L Usvyat, Y Wang, and P Kotanko, Association between pre hemodialysis serum sodium concentration and blood pressure: Results from a retrospective analysis from the international Monitoring Dialysis Outcomes (MONDO) initiative, Journal of Human Hypertension, 30: 442-448 (PubMed).
• Meyring-Wosten A, Zhang H, Ye X, Fuertinger DH, Chan L, Kappel F, Artemyev M, Ginsberg N, Wang Y, Thijssen S and Kotanko P, Intradialytic Hypoxemia and Clinical Outcomes in Patients on Hemodialysis, Clinical Journal of the American Society of Nephrology, 11: 616-625 (PubMed).
• Chen Y, Guo W, Kotanko P, Usvyat L and Wang Y, Joint Model for Mortality and Hospitalization, The International Journal of Biostatistics, 12: 1-11 (PubMed).

• R Malhotra, D. Marcelli, G von Gersdorff, A Grassmann, M. Schaller, I. Bayh, L. Scatizzi, M. Etter, A. Guinsburg, C. Barth, C. Marelli, P. Carioni, F. van der Sande, J.P. Kooman, E. Liu, T. Toffelmire, Y. Wang, S. Thijssen, L.A. Usvyat and P. Kotanko, Relationship of Neutrophil-to-Lymphocyte Ratio and Serum Albumin Levels with C-Reactive Protein in Hemodialysis Patients: Results from 2 International Cohort Studies, Nephron, 130: 263-270 (PubMed).
• AM Guinsburg, LA Usvyat, M Etter, X Xu, S Thijssen, D Marcelli, B Canaud, C Marelli, C Barth, Y Wang, FM van der Sande, P Kotanko and JP Kooman, Seasonal variations in mortality and clinical indicators in international hemodialysis populations from the MONDO registry, BMC Nephrology16: 1-10 (PubMed).
• RJ Ingham, JC Ingham, AK Bothe, Y Wang and M Kilgo, Efficacy of the Modifying Phonation Intervals (MPI) Stuttering Treatment Program With Adults Who Stutter, American Journal of Speech-Language Pathology, 24: 256-271 (PubMed).
• LA Bainbridge, C Stavros, M Ebrahimian, Y Wang and RJ Ingham, The Efficacy of Stuttering Measurement Training: Evaluating Two Training Programs, Journal of Speech, Language, and Hearing Research, 58: 278-286 (PubMed).
• D Marcelli, Len A Usvyat, P Kotanko, I Bayh, B Canaud, M Etter,E Gatti, A Grassmann, Y Wang, C Marelli, L Scatizzi, A Stopper, F M. van der Sande, and J Kooman, Body Composition and Survival in Dialysis Patients: Results from an International Cohort Study Clin J Am Soc Nephrol, 10 1192-1200. (PubMed).

• Len A Usvyat, Jeroen P Kooman, Frank M van der Sande, Yuedong Wang, Franklin W Maddux, Nathan W Levin and Peter Kotanko, Dynamics of hospitalizations in hemodialysis patients: results from a large US provider, Nephrology Dialysis Transplantation, 29:442-448 (PubMed).
• Y Chen, P Du and Y Wang, Variable selection in linear models, Wiley Interdisciplinary Reviews: Computational Statistics, 6:1-9 (Wiley Online).
• T Cornelis, LA Usvyat, JH Tordoir, Y Wang, M Wong, KM Leunissen, FM van der Sande1, P Kotanko, JP Kooman, Vascular Access Vulnerability in Intensive Hemodialysis: a Significant Achilles' Heel?, Blood Purification, 37:222-228 (PubMed).
• T Tong, C Wang and Y Wang, Estimation of variances and covariances for high-dimensional data: a selective review, Wiley Interdisciplinary Reviews: Computational Statistics, 6255-264 (Wiley Online).
• R Fan, B Zhu and Y Wang, Stochastic Dynamic Models and Chebyshev Splines, Canadian Journal of Statistics, 42:610-634.

• Len A. Usvyat, Yosef S. Haviv, Michael Etter, Jeroen Kooman, Daniele Marcelli, Cristina Marelli, Albert Power, Ted Toffelmire, Yuedong Wang, and Peter Kotanko, The MONitoring Dialysis Outcomes (MONDO) Initiative, Blood Purification,35:37-48 (PubMed).
• Len A Usvyat, Claudia Barth, Inga Bayh, Michael Etter, Gero D von Gersdorff, Aileen Grassmann, Adrian M Guinsburg, Maggie Lam, Daniele Marcelli, Cristina Marelli, Laura Scatizzi, Mathias Schaller, Adam Tashman, Ted Toffelmire, Stephan Thijssen, Jeroen P Kooman, Frank M van der Sande, Nathan W Levin, Yuedong Wang and Peter Kotanko, Interdialytic weight gain, systolic blood pressure, serum albumin, and C-reactive protein levels change in chronic dialysis patients prior to death, Kidney International,84:149-157 (PubMed).
• Johanna Kuipers, Len A. Usvyat, Jurjen K. Oosterhuis, Judith J. Dasselaar, Paul E. de Jong, Ralf Westerhuis, Jeffrey J. Sands, Yuedong Wang, Peter Kotanko, and Casper F.M. Franssen, Variability of predialytic, intradialytic, and postdialytic blood pressures in the course of a week: a study of Dutch and US maintenance hemodialysis patients, American Journal of Kidney Disease, 62:779-788 (PubMed).
• RJ Ingham, Y Wang, JC Ingham, AK Bothe and ST Grafton, Regional brain activity change predicts responsiveness to treatment for stuttering in adults, Brain and Language,127:510-519 (PubMed).
• GD von Gersdorff, L Usvyat, D Marcelli, A. Grassmann, C. Marelli, M. Etter, JP Kooman, A. Power, T Toffelmire, YS Haviv, A Guinsburg A, C Barth, M Schaller, I Bayh, L Scatizzi, A Tashman, S Thijssen, NW Levin, FM van der Sande, C Pusey, Y Wang and P Kotanko, Monitoring Dialysis Outcomes across the World - The MONDO Global Database Consortium, Blood Purification, 36:165-172 (PubMed).
• Jeffrey C. Sklar, Junqing Wu, Wendy Meiring, and Yuedong Wang, Non-parametric Regression with Basis Selection from Multiple Libraries, Technometrics,55:189-201 (pdf) and ( Supplement)

• Tiejun Tong, Yanyuan Ma and Yuedong Wang, Optimal variance estimation without estimating the mean function, Bernoulli,19:1839-1854.
• Tiejun Tong, Homin Jang and Yuedong Wang, James-Stein Type Estimators of Variances, Journal of Multivariate Analysis, 107:232-243. (pdf)
• Nikolay Bliznyuk, Raymond Carroll, Marc Genton and Yuedong Wang, Variogram Estimation in the Presence of Trend, Statistics and Its Interface,5:159-168. (pdf)
• Roger Ingham, Anne Bothe, Yuedong Wang, Krystal Purkhiser and Anneliese New, Phonation interval modification and speech performance quality during fluency-inducing conditions by adults who stutter,Journal of Communication Disorders, 45198-211 (PubMed).
• Zaixing Li, Yuedong Wang, Ping Wu, Wangli Xu and Lixing Zhu, Tests for Variance Components in Varying Coefficient Mixed Models,Statistica Sinica,22:123-148. (pdf)

• Pang Du, Yihua Jiang, Yuedong Wang, Smoothing spline ANOVA frailty model for recurrent event data, Biometrics, 67:1330-1339 (pdf)
• Xiaoyan Mao, Yuedong Wang, Drew Carter, Xuechu Zhen, Sun-Wei Guo, The Retardation of Myometrial Infiltration, Reduction of Uterine Contractility and Alleviation of Generalized Hyperalgesia in Mice with Induced Adenomyosis by Levo-Tetrahydropalmatine (l-THP) and Andrographolide, Reproductive Sciences, 18:1025-1037. (PubMed).
• Yihua Jiang, Peter Karcher and Yuedong Wang (2011), On Implementation of the Markov Chain Monte Carlo Stochastic Approximation Algorithm. "Advances in Directional and Linear Statistics, A Festschrift for Sreenivasa Rao Jammalamadaka", M Wells and A Sengupta (eds), Springer. (pdf)

• Yuedong Wang, Yanyuan Ma and Raymond J Carroll (2009), Variance Estimation in the Analysis of Microarray Data, Journal of the Royal Statistical Society B,71:425-445. (Complete paper including Supplemental Materials).
• Yuedong Wang and Chunlei Ke (2009), Smoothing Spline Semi-parametric Nonlinear Regression Models, Journal of Computational and Graphical Statistics,18165-183. (pdf)
• Shuangge Ma and Yuedong Wang (2009), Frontiers of Biostatistics and Bioinformatics, University of Science and Technology of China Press, Hefei, China.

• Raymond J Carroll and Yuedong Wang (2008), Nonparametric variance estimation in the analysis of microarray data: a measurement error approach. Biometrika, 95:437-449. ( Complete paper including Supplemental Materials).
• Tiejun Tong, Anna Liu and Yuedong Wang, Relative errors of difference-based variance estimators in nonparametric regression. Communications in Statistics - Theory and Methods, 37:2890-2902.
• Xishi Liu, Lei Yuan, Yuedong Wang, Fanghua Shen and Sun-Wei Guo (2008), Risk Factors For Dysmenorrhea and Its Severity in Women with Ovarian Endometriomas. Gynecologic and Obstetric Investigation, 66(3):169-177. (PubMed).
• Fanghua Shen, Yuedong Wang, Yuan Lu, Xishi Liu and Sun-Wei Guo (2008), Immunoreactivity of progesterone receptor isoform B and nuclear factor kappa-B as biomarkers for recurrence of ovarian endometriomas. American Journal of Obstetrics and Gynecology, 199:486.e1-486.e10. (PubMed).
• Li Qin and Yuedong Wang (2008), Nonparametric Spectral Analysis With Applications to Seizure Characterization Using EEG Time Series. Annals of Applied Statistics, 2:1432-1451. (pdf).

• Tiejun Tong and Yuedong Wang (2007), Optimal Shrinkage Estimation of Variances with Applications to Microarray Data Analysis, Journal of the American Statistical Association, 102:113-122. ( pdf).
• Anna Liu, Tiejun Tong and Yuedong Wang (2007), Smoothing Spline Estimation of Variance Functions, Journal of Computational and Graphical Statistics, 16:312-329. ( pdf).
• Anna Liu and Yuedong Wang (2007), Modeling of Hormone Secretion-Generating Mechanisms With Splines: A Pseudo-Likelihood Approach. Biometrics, 63:201-208. ( pdf).
• Sun-Wei Guo, Yuedong Wang, Xishi Liu and David L. Olive (2007), Laterality and Asymmetry of Endometriotic Lesions. Fertility and Sterility, 89:33-41. (PubMed).

• Wu Y, Kajdacsy-Balla A, Strawn E, Basir Z, Halverson G, Jailwala P, Wang Y, Wang X, Ghosh S, Guo SW (2006), Transcriptional Characterizations of Differences between Eutopic and Ectopic Endometrium. Endocrinology 147(1):232-246. (PubMed).
• Wu Y, Strawn E, Basir Z, Wang Y, Halverson G, Jailwala P, Guo SW (2006), Genomic alterations in the ectopic and eutopic endometrium of women with endometriosis. Gynecologic and Obstetric Investigation, 62(3):148-159. (PubMed).
• Guo SW and Wang Y (2006), The prevalence of endometriosis in women with chronic pelvic pain. Gynecologic and Obstetric Investigation, 62:121-130. (PubMed).
• Guo SW and Wang Y (2006), Sources of Heterogeneities in the Estimation of Prevalence of Endometriosis in Infertile and Previously Fertile Women. Fertility and Sterility, 86(6):1584-95. (PubMed).

• Yu-Chieh Yang, Anna Liu and Yuedong Wang (2005), Detecting Pulsatile Hormone Secretions Using Nonlinear Mixed Effects Partial Spline Models, Biometrics, 62:230-238. ( ps, pdf).
• Anna Liu, Wendy Meiring and Yuedong Wang (2005), Testing Generalized Linear Models Using Smoothing Spline Methods. Statistica Sinica, 15:235-256 ( ps, pdf).
• Tiejun Tong and Yuedong Wang (2005), Estimating residual variance in nonparametric regression using least squares. Biometrika 92:821-830 ( ps, pdf).

• Yuedong Wang and Sunwei Guo (2004), Statistical Methods for Detecting Genomic Alterations Through Array-Based Comparative Genomic Hybridization (CGH). Frontiers in Bioscience, 9:540-549. (PubMed)
• Anna Liu and Yuedong Wang (2004), Hypothesis Testing in Smoothing Spline Models. Journal of Statistical Computation and Simulation, 74:581-597 ( ps, pdf).
• Yuedong Wang (2004), Model Selection. Book chapter in "Handbook of Computational Statistics (Volume I)", J. Gentle, W. Hardle, Y. Mori (eds), Springer.
• Chunlei Ke and Yuedong Wang (2004), Nonlinear Nonparametric Regression Models. Journal of the American Statistical Association 99:1166-1175 (ps, pdf). Click here to get the bond data we used in this paper. Proofs and technical arguments ( ps, pdf)
• Guo SW, Wu Y, Strawn E, Basir Z, Wang Y, Halverson G, Montgomery K, Kajdacsy-Balla A. (2004). Genomic Alterations in the endometrium may be a proximate cause for endometriosis. Eur J Obstet Gynecol Reprod Biol. 116:89-99. (PubMed).

• Yuedong Wang, Chunlei Ke and Morton B. Brown (2003), Shape Invariant Modelling of Circadian Rhythms with Random Effects and Smoothing Spline ANOVA Decompositions. Biometrics, 59:804-812 (ps, pdf).

• Chunlei Ke and Yuedong Wang (2002), ASSIST: A Suite of S-plus functions Implementing Spline smoothing Techniques, (ps, pdf).

• Peter Karcher and Yuedong Wang (2001), Generalized Nonparametric Mixed Effects Models, Journal of Computational and Graphical Statistics, 10:641-655. (ps, pdf)
• J.D. Opsomer, Y. Wang and Y. Yang (2001), Nonparametric regression with correlated errors, Statistical Science, 16:134-153. (pdf).
• Chunlei Ke and Yuedong Wang (2001), Semi-parametric Nonlinear Mixed Effects Models and Their applications (with discussion). Journal of the American Statistical Association, 96:1272-1298. (ps, pdf).

• Yuedong Wang, Wensheng Guo and Morton B. Brown (2000), Spline Smoothing For Bivariate Data With Applications To Association Between Hormones, Statistica Sinica, 10:377-397 (ps, pdf)

• Wensheng Guo, Yuedong Wang and Morton B. Brown (1999), A Signal Extraction Approach to Modeling Hormone Time Series with Pulses and a Changing Baseline. Journal of the American Statistical Association, 94:746-756 (ps, pdf)

• Yuedong Wang (1998), Mixed-Effects Smoothing Spline ANOVA, Journal of the Royal Statistical Society B, 60:159-174 (ps, pdf). Click here to get programs I used in this paper or here to get modified programs for SAS version 6.12.
• Yuedong Wang (1998), Smoothing Spline Models With Correlated Random Errors, Journal of the American Statistical Association, 93:341-348 (ps, pdf) Click here to get programs I used in this paper or here to get modified programs for SAS version 6.12.
• Yuedong Wang (1998), Sample Size Calculations for Smoothing Splines Based on Bayesian Confidence Intervals, Statistics and Probability Letters, 38:161-166 (ps, pdf)
• J. M. Bowen, G. E. Dahl, N. P. Evans, L. A. Thrun, Yuedong Wang, Morton B. Brown, F. J. Karsch (1998), Importance of the GnRH Surge for Induction of the Preovulatory LH Surge of the Ewe: Dose-Response Relationship and Excess in GnRH, Endocrinology, 139:588-595. (PubMed)
• Yuedong Wang and Wahba, G. (1998), Discussion of "Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves" by Brumback and Rice, Journal of the American Statistical Association, 93:976-980 (ps, pdf)
• SW Guo, FM Shen, Yuedong Wang, CJ Zheng (1998), Threshold distribution of phenylthiocarbamide (PTC) in the Chinese population, The Annals of the New York Academy of Sciences, 855:810-812. (PubMed).

• Yuedong Wang (1997), Odds Ratio Estimation in Bernoulli Smoothing Spline ANOVA Models, Statistician,48:49-56 (ps, pdf)
• Yuedong Wang (1997), GRKPACK: Fitting Smoothing Spline ANOVA Models for Exponential Families, Communications in Statistics: Simulation and Computation, 26:765-782 (ps, pdf)
• Yuedong Wang, Grace Wahba, Chong Gu, Ronald Klein and Barbara Klein (1997), Using Smoothing Spline ANOVA to Examine the Relation of Risk Factors to the Incidence and Progression of Diabetic Retinopathy, Statistics in Medicine,16:1357-1376 (ps, pdf)

• Yuedong Wang and Morton M. Brown (1996), A Flexible Model For Human Circadian Rhythms, Biometrics, 52: 588-596 (ps, pdf)

• Yuedong Wang and Grace Wahba (1995), Bootstrap Confidence Intervals for Smoothing Spline Estimates and Their Comparison to Bayesian Confidence Intervals, Journal of Statistical Computation and Simulation, 51:263-279 (ps, pdf).
• Grace Wahba and Yuedong Wang (1995), Behavior Near Zero of the Distribution of the GCV Smoothing Parameter Estimates, Statistics and Probability Letters, 25:105-111 (ps, pdf).
• Wahba, G., Wang, Y., Gu, C., Klein, R. and Klein, B. (1995), Smoothing spline ANOVA for exponential families, with application to Wisconsin Epidemiological study of diabetic retinopathy, Annals of Statistics, 23:1865-1895 (ps, pdf)
• Yuedong Wang, Grace Wahba, Rick Chappell and Chong Gu (1995), Simulation Studies of Smoothing Parameter Estimates and Bayesian Confidence Intervals in Bernoulli SS ANOVA Models, Communications in Statistics: Simulation and Computation, 24:1037-1059 (ps, pdf)
• Jinhua Cao and Yuedong Wang (1995), The EBELC and EWELC Classes of Life Distributions, Microelectronics and Reliability, 35:969-971.

• Grace Wahba, Chong Gu, Yuedong Wang and Rick Chappell (1994), Soft Classification, a.k.a. Risk Estimation, Via Penalized Log Likelihood and Smoothing Spline Analysis of Variance, The Mathematics of Generalization, Santa Fe Institute Studies in the Science of Complexity, Vol. XX, 329-360, D. Wolpert, eds, Santa Fe Institute Studies in the Sciences of Complexity, Addison Wesley.
• Yuedong Wang and Jinhua Cao (1994), Some Multivariate DMRL and NBUE Definitions Based on Conditional Stochastic Order, Acta Mathematicae Applicatae Sinica (Engl. Edn.), 10328-332.
• Jinhua Cao and Yuedong Wang (1994), The NBELC and NWELC Classes of Life Distributions, Applied Mathematics, A Journal of Chinese Universities (Engl. Edn.), 9:237-244.

• Grace Wahba, Yuedong Wang, Chong Gu, Ronald Klein and Barbara Klein (1993), Structured Machine Learning for 'Soft Classification' with Smoothing Spline ANOVA and Stacked Tuning, Testing and Evaluation, Advances in Neural Information Processing 6, Cowan, J.D., Tesauro, G. and Alspector, J. (eds.), San Francisco, CA: Morgan Kaufmann Publishers, 415-422.

• Jinhua Cao and Yuedong Wang (1992), Characterization Problem of Superposition of Two Renewal Processes, Chinese Journal of Applied Probability and Statistics,888-93.

• Jinhua Cao and Yuedong Wang (1991), Pure Birth Shock Models In Changing Environments, Math. Stat. and Appl. Prob. (In Chinese), 6:123-127.
• Jinhua Cao and Yuedong Wang (1991), The NBUC and NWUC Classes of Life Distributions, J. Appl. Prob., 28:473-479.

• Yuedong Wang (1990), Combined Wear and Shock Failure Model, Math. Stat. and Appl. Prob. (In Chinese), 6:123-126.
• Yuedong Wang and Jinhua Cao (1990), New Kinds of Multivariate IFR Distribution, Adv. Appl. Prob., 22251-253.
• Jinhua Cao and Yuedong Wang (1990), Optimal Allocation For a Repairable System, Microelectronics and Reliability, 30:1091-1093.
• Qiming He, Yuedong Wang and Daozhi Zhang (1990), On the First Failure Time of Two-Unit Systems in Two Environments, Microelectronics and Reliability, 30:1095-1097.

• Yuedong Wang (1988), Failure Distributions of Generalized Shock Models and Their Application, Chinese Journal of Applied Probability and Statistics, 3:240-247.
• Yuedong Wang (1988), Multivariate Shock Models, J. of the Graduate School, USTC, Academia Sinica (In Chinese), 5:1-9.

Other Publications

There are various other papers and reports by Yuedong Wang and coworkers in Prof. Wahba's web site of the Department of Statistics, University of Wisconsin-Madison.