Edit Profile (opens in new tab) Simpson, Douglas G. Co-Author Distance Author ID: simpson.douglas-g Published as: Simpson, Douglas G.; Simpson, D. G.; Simpson, Douglas; Simpson, Douglas G more...less External Links: ORCID Documents Indexed: 32 Publications since 1986 1 Contribution as Editor Co-Authors: 34 Co-Authors with 29 Joint Publications 1,470 Co-Co-Authors all top 5 Co-Authors 1 single-authored 7 Xie, Minge 6 Carroll, Raymond James 5 He, Xuming 3 Park, Yeonjoo 2 Margolin, Barry H. 2 Ruppert, David 1 Byatt-Smith, John G. B. 1 Chang, Yuan-chin Ivan 1 Chen, Huann-Sheng 1 Chen, Xiaohui 1 Cohen, K. L. 1 Cui, Hengjian 1 Fu, Limin 1 Ge, Nanxiang 1 Guth, Daniel J. 1 Han, Kyunghee 1 Hart, Jeffrey D. 1 Kim, Donghoh 1 Kim, Taeyoon 1 Lacey, Andrew A. 1 Locantore, Nicholas W. jun. 1 Marron, James Stephen 1 Menictas, Marianne 1 Nichols, H. K. 1 Nolan, Tui H. 1 Park, Byeong Uk 1 Parker, David F. 1 Portnoy, Stephen L. 1 Smith, Warren R. 1 Stefanski, Leonard A. 1 Tripoli, N. 1 Verwer, Jan G. 1 Wand, Matthew P. 1 Wang, Guangyu 1 Wattis, Jonathan A. D. 1 Weinberg, Clarice R. 1 Yang, Yan 1 Ying, Zhiliang 1 Yohai, Víctor Jaime 1 Zhang, Jinting 1 Zhou, Haibo all top 5 Serials 6 The Annals of Statistics 5 Journal of the American Statistical Association 3 Biometrika 3 Journal of Statistical Planning and Inference 2 Biometrics 2 Computational Statistics and Data Analysis 2 Statistica Sinica 1 The Mathematical Scientist 1 Sankhyā. Series B. Methodological 1 Applied Numerical Mathematics 1 Communications in Statistics. Theory and Methods 1 Test 1 Statistical Modelling 1 Lecture Notes in Computer Science 1 Electronic Journal of Statistics all top 5 Fields 30 Statistics (62-XX) 2 Ordinary differential equations (34-XX) 2 Numerical analysis (65-XX) 2 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 27 Publications have been cited 472 times in 419 Documents Cited by ▼ Year ▼ Robust principal component analysis for functional data. (With comments). Zbl 0980.62049 Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 89 1999 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104 Simpson, D. G.; Ruppert, D.; Carroll, R. J. 84 1992 Minimum Hellinger distance estimation for the analysis of count data. Zbl 0633.62029 Simpson, Douglas G 71 1987 Breakdown robustness of tests. Zbl 0713.62039 He, Xuming; Simpson, Douglas G.; Portnoy, Stephen L. 36 1990 Lower bounds for contamination bias: Globally minimax versus locally linear estimation. Zbl 0770.62023 He, Xuming; Simpson, Douglas G. 35 1993 Robust direction estimation. Zbl 0761.62035 He, Xuming; Simpson, Douglas G. 31 1992 Infill asymptotics for a stochastic process model with measurement error. Zbl 0970.62061 Chen, Huann-Sheng; Simpson, Douglas G.; Ying, Zhiliang 23 2000 Testing for additivity in nonparametric regression. Zbl 0858.62036 Eubank, R. L.; Hart, J. D.; Simpson, D. G.; Stefanski, L. A. 17 1995 Breakdown points of \(t\)-type regression estimators. Zbl 1120.62320 He, Xuming; Simpson, Douglas G.; Wang, Guangyu 15 2000 Functional stability of one-step GM-estimators in approximately linear regression. Zbl 0930.62030 Simpson, Douglas G.; Yohai, Victor J. 14 1998 Recursive nonparametric testing for dose-response relationships subject to downturns at high doses. Zbl 0655.62048 Simpson, Douglas G.; Margolin, Barry H. 12 1986 Explicit methods for stiff ODEs from atmospheric chemistry. Zbl 0839.65078 Verwer, J. G.; Simpson, D. 12 1995 Longitudinal data analysis using \(t\)-type regression. Zbl 1040.62056 He, Xuming; Cui, Hengjian; Simpson, Douglas G. 8 2004 M-estimation for discrete data: Asymptotic distribution theory and implications. Zbl 0652.62011 Simpson, Douglas G.; Carroll, Raymond J.; Ruppert, David 7 1987 Reweighting approximate GM estimators: Asymptotics and residual-based graphics. Zbl 1003.62507 Simpson, Douglas G.; Chang, Yuan-Chin Ivan 5 1997 Nonparametric detection of correlated errors. Zbl 1079.62044 Kim, Tae Yoon; Kim, Donghoh; Park, Byeong U.; Simpson, Douglas G. 4 2004 Correlation and high-dimensional consistency in pattern recognition. Zbl 1064.62535 Ge, Nanxiang; Simpson, Douglas G. 3 1998 Unified computational methods for regression analysis of zero-inflated and bound-inflated data. Zbl 1284.62071 Yang, Yan; Simpson, Douglas 3 2010 Random effects in censored ordinal regression: latent structure and Bayesian approach. Zbl 1060.62683 Xie, Minge; Simpson, Douglas G.; Carroll, Raymond J. 3 2000 Robust inference for partially observed functional response data. Zbl 07601237 Park, Yeonjoo; Chen, Xiaohui; Simpson, Douglas 3 2022 Nonparametric testing for dose-response curves subject to downturns: Asymptotic power considerations. Zbl 0701.62055 Simpson, Douglas G.; Margolin, Barry H. 2 1990 Regression modeling of ordinal data with nonzero baselines. Zbl 1059.62738 Xie, Minge; Simpson, Douglas G. 2 1999 Categorical exposure-response regression analysis of toxicology experiments. Zbl 0956.62109 Xie, Minge; Simpson, Douglas 1 1998 Conditional risk models for ordinal response data: Simultaneous logistic regression analysis and generalized score tests. Zbl 1015.62070 Fu, Limin; Simpson, Douglas G. 1 2002 Weighted logistic regression and robust analysis of diverse toxicology data. Zbl 0900.62618 Simpson, Douglas G.; Carroll, Raymond J.; Xie, Minge; Guth, Daniel J. 1 1996 Streamlined variational inference for higher level group-specific curve models. Zbl 07506791 Menictas, M.; Nolan, T. H.; Simpson, D. G.; Wand, M. P. 1 2021 Robust probabilistic classification applicable to irregularly sampled functional data. Zbl 1471.62156 Park, Yeonjoo; Simpson, Douglas G. 1 2019 Robust inference for partially observed functional response data. Zbl 07601237 Park, Yeonjoo; Chen, Xiaohui; Simpson, Douglas 3 2022 Streamlined variational inference for higher level group-specific curve models. Zbl 07506791 Menictas, M.; Nolan, T. H.; Simpson, D. G.; Wand, M. P. 1 2021 Robust probabilistic classification applicable to irregularly sampled functional data. Zbl 1471.62156 Park, Yeonjoo; Simpson, Douglas G. 1 2019 Unified computational methods for regression analysis of zero-inflated and bound-inflated data. Zbl 1284.62071 Yang, Yan; Simpson, Douglas 3 2010 Longitudinal data analysis using \(t\)-type regression. Zbl 1040.62056 He, Xuming; Cui, Hengjian; Simpson, Douglas G. 8 2004 Nonparametric detection of correlated errors. Zbl 1079.62044 Kim, Tae Yoon; Kim, Donghoh; Park, Byeong U.; Simpson, Douglas G. 4 2004 Conditional risk models for ordinal response data: Simultaneous logistic regression analysis and generalized score tests. Zbl 1015.62070 Fu, Limin; Simpson, Douglas G. 1 2002 Infill asymptotics for a stochastic process model with measurement error. Zbl 0970.62061 Chen, Huann-Sheng; Simpson, Douglas G.; Ying, Zhiliang 23 2000 Breakdown points of \(t\)-type regression estimators. Zbl 1120.62320 He, Xuming; Simpson, Douglas G.; Wang, Guangyu 15 2000 Random effects in censored ordinal regression: latent structure and Bayesian approach. Zbl 1060.62683 Xie, Minge; Simpson, Douglas G.; Carroll, Raymond J. 3 2000 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049 Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 89 1999 Regression modeling of ordinal data with nonzero baselines. Zbl 1059.62738 Xie, Minge; Simpson, Douglas G. 2 1999 Functional stability of one-step GM-estimators in approximately linear regression. Zbl 0930.62030 Simpson, Douglas G.; Yohai, Victor J. 14 1998 Correlation and high-dimensional consistency in pattern recognition. Zbl 1064.62535 Ge, Nanxiang; Simpson, Douglas G. 3 1998 Categorical exposure-response regression analysis of toxicology experiments. Zbl 0956.62109 Xie, Minge; Simpson, Douglas 1 1998 Reweighting approximate GM estimators: Asymptotics and residual-based graphics. Zbl 1003.62507 Simpson, Douglas G.; Chang, Yuan-Chin Ivan 5 1997 Weighted logistic regression and robust analysis of diverse toxicology data. Zbl 0900.62618 Simpson, Douglas G.; Carroll, Raymond J.; Xie, Minge; Guth, Daniel J. 1 1996 Testing for additivity in nonparametric regression. Zbl 0858.62036 Eubank, R. L.; Hart, J. D.; Simpson, D. G.; Stefanski, L. A. 17 1995 Explicit methods for stiff ODEs from atmospheric chemistry. Zbl 0839.65078 Verwer, J. G.; Simpson, D. 12 1995 Lower bounds for contamination bias: Globally minimax versus locally linear estimation. Zbl 0770.62023 He, Xuming; Simpson, Douglas G. 35 1993 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104 Simpson, D. G.; Ruppert, D.; Carroll, R. J. 84 1992 Robust direction estimation. Zbl 0761.62035 He, Xuming; Simpson, Douglas G. 31 1992 Breakdown robustness of tests. Zbl 0713.62039 He, Xuming; Simpson, Douglas G.; Portnoy, Stephen L. 36 1990 Nonparametric testing for dose-response curves subject to downturns: Asymptotic power considerations. Zbl 0701.62055 Simpson, Douglas G.; Margolin, Barry H. 2 1990 Minimum Hellinger distance estimation for the analysis of count data. Zbl 0633.62029 Simpson, Douglas G 71 1987 M-estimation for discrete data: Asymptotic distribution theory and implications. Zbl 0652.62011 Simpson, Douglas G.; Carroll, Raymond J.; Ruppert, David 7 1987 Recursive nonparametric testing for dose-response relationships subject to downturns at high doses. Zbl 0655.62048 Simpson, Douglas G.; Margolin, Barry H. 12 1986 all cited Publications top 5 cited Publications all top 5 Cited by 614 Authors 21 Basu, Ayanendranath 16 Yohai, Víctor Jaime 12 Boente, Graciela 11 Karunamuni, Rohana J. 10 Tyler, David E. 10 Wu, Jingjing 8 Lee, Sangyeol 8 Rousseeuw, Peter J. 7 Croux, Christophe 7 Maronna, Ricardo Antonio 7 Simpson, Douglas G. 7 Zamar, Ruben H. 6 Cui, Hengjian 5 Adrover, Jorge G. 5 Ghosh, Abhik 5 He, Xuming 5 Marron, James Stephen 5 McKean, Joseph W. 5 Pardo, Leandro 5 Roozbeh, Mahdi 5 Verdonck, Tim 4 Bachoc, François 4 Bali, Juan Lucas 4 Berrendero, Jose Ramon 4 Bianco, Ana M. 4 Billor, Nedret 4 Dürre, Alexander 4 Fraiman, Ricardo 4 Hettmansperger, Thomas P. 4 Hubert, Mia 4 Lindsay, Bruce G. 4 Linke, Yuliana Yur’evna 4 Müller, Christine H. 4 Oja, Hannu 4 Park, Chanseok 4 Park, Yeonjoo 4 Salibian-Barrera, Matias 4 Sheather, Simon J. 4 Sriram, T. N. 4 Van Aelst, Stefan 4 Vidyashankar, Anand N. 4 Vogel, Daniel 4 Wilcox, Rand R. 4 Zhang, Jian 4 Zhang, Jinting 4 Zuo, Yijun 3 Agostinelli, Claudio 3 Ando, Masakazu 3 Chen, Zhiqiang 3 Čížek, Pavel 3 Coakley, Clint W. 3 Cuevas, Antonio 3 Davies, Patrick Laurie 3 Debruyne, Michiel 3 Dette, Holger 3 Genton, Marc G. 3 Gervini, Daniel 3 Greco, Luca 3 Kim, Byungsoo 3 Kim, Taeyoon 3 Kimura, Miyoshi 3 Lagnoux, Agnès 3 Laha, Arnab Kumar 3 Lucas, André 3 Mandal, Abhijit 3 Markatou, Marianthi 3 Naranjo, Joshua D. 3 Ronchetti, Elvezio M. 3 Serneels, Sven 3 Shang, Han Lin 3 Tang, Qingguo 3 Taskinen, Sara 3 Toma, Aida 3 Zhu, Tianming 2 Agresti, Alan 2 Basu, Srabashi 2 Bevilacqua, Moreno 2 Cao, GuanQun 2 Cao, Mingxiang 2 Carroll, Raymond James 2 Christmann, Andreas 2 Dehon, Catherine 2 Denecke, Liesa 2 Draper, Norman R. 2 Dunson, David Brian 2 Febrero, Manuel 2 Fried, Roland 2 Gao, Jiti 2 Gather, Ursula 2 Goyal, Manish 2 Hadi, Ali Saad 2 Haesbroeck, Gentiane 2 Hamzah, Nor Aishah 2 Harris, Ian R. 2 He, Daojiang 2 Hu, Tao 2 Kanika, Km 2 Karlis, Dimitris 2 Kim, Inyoung 2 Kumar, Narinder ...and 514 more Authors all top 5 Cited in 74 Serials 52 Computational Statistics and Data Analysis 44 Statistics & Probability Letters 42 Journal of Statistical Planning and Inference 37 Journal of Multivariate Analysis 24 The Annals of Statistics 18 Communications in Statistics. Theory and Methods 13 Communications in Statistics. Simulation and Computation 12 The Canadian Journal of Statistics 11 Journal of Statistical Computation and Simulation 11 Test 10 Annals of the Institute of Statistical Mathematics 9 Journal of Nonparametric Statistics 7 Biometrics 7 Electronic Journal of Statistics 6 Metrika 6 Statistics 5 Scandinavian Journal of Statistics 5 Bernoulli 4 Journal of the American Statistical Association 4 Journal of Econometrics 4 Journal of Time Series Analysis 4 Statistical Papers 4 The Annals of Applied Statistics 4 Statistics and Computing 3 Statistical Science 3 Computational Statistics 3 Statistica Sinica 3 Journal of Applied Statistics 3 Journal of Statistical Theory and Practice 2 Biometrical Journal 2 Acta Mathematicae Applicatae Sinica. English Series 2 Australian & New Zealand Journal of Statistics 2 Journal of Machine Learning Research (JMLR) 2 Statistical Methods and Applications 2 Journal of the Korean Statistical Society 2 Advances in Data Analysis and Classification. ADAC 2 Statistics Surveys 2 Journal of Computational and Graphical Statistics 2 Sankhyā. Series A 2 Environmetrics 1 Theory of Probability and its Applications 1 International Statistical Review 1 Metron 1 Statistica Neerlandica 1 Journal of Information & Optimization Sciences 1 Probability Theory and Related Fields 1 Sequential Analysis 1 Journal of Complexity 1 Algorithmica 1 Econometric Reviews 1 Journal of Scientific Computing 1 Science in China. Series A 1 Machine Learning 1 Applied Mathematical Modelling 1 European Journal of Operational Research 1 Stochastic Processes and their Applications 1 Lifetime Data Analysis 1 Mathematical Problems in Engineering 1 The Econometrics Journal 1 Statistical Inference for Stochastic Processes 1 Foundations of Computational Mathematics 1 Journal of Systems Science and Complexity 1 Proceedings of the National Academy of Sciences, India. Section A. Physical Sciences 1 Journal of Applied Mathematics 1 Statistical Modelling 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 SIAM Journal on Applied Dynamical Systems 1 Statistical Methodology 1 AStA. Advances in Statistical Analysis 1 Communications in Mathematical Research 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Probability and Statistics 1 Sankhyā. Series B 1 Journal of Applied Mathematics, Statistics and Informatics all top 5 Cited in 14 Fields 415 Statistics (62-XX) 52 Numerical analysis (65-XX) 21 Probability theory and stochastic processes (60-XX) 4 Computer science (68-XX) 3 Geophysics (86-XX) 3 Operations research, mathematical programming (90-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Systems theory; control (93-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Functional analysis (46-XX) 1 General and overarching topics; collections (00-XX) 1 Measure and integration (28-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Biology and other natural sciences (92-XX) Citations by Year