Edit Profile Simpson, Douglas G. Compute Distance To: Compute Author ID: simpson.douglas-g Published as: Simpson, D.; Simpson, D. G.; Simpson, Douglas; Simpson, Douglas G; Simpson, Douglas G. External Links: ORCID Documents Indexed: 30 Publications since 1986, including 1 Book all top 5 Co-Authors 1 single-authored 7 Xie, Minge 6 Carroll, Raymond James 5 He, Xuming 2 Margolin, Barry H. 2 Ruppert, David 1 Chang, Yuan-chin Ivan 1 Chen, Huann-Sheng 1 Cohen, K. L. 1 Cui, Hengjian 1 Eubank, Randall L. 1 Fu, Limin 1 Ge, Nanxiang 1 Guth, Daniel J. 1 Hart, Jeffrey D. 1 Kim, Donghoh 1 Kim, Taeyoon 1 Locantore, Nicholas W. jun. 1 Marron, James Stephen 1 Park, Byeong Uk 1 Park, Yeonjoo 1 Portnoy, Stephen L. 1 Stefanski, Leonard A. 1 Tripoli, N. 1 Wang, Guangyu 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 1 Sankhyā. Series B. Methodological 1 Communications in Statistics. Theory and Methods 1 Test 1 Statistica Sinica Fields 27 Statistics (62-XX) 1 Numerical analysis (65-XX) 1 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 25 Publications have been cited 419 times in 371 Documents Cited by ▼ Year ▼ On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104Simpson, D. G.; Ruppert, D.; Carroll, R. J. 74 1992 Minimum Hellinger distance estimation for the analysis of count data. Zbl 0633.62029Simpson, Douglas G 66 1987 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 65 1999 Lower bounds for contamination bias: Globally minimax versus locally linear estimation. Zbl 0770.62023He, Xuming; Simpson, Douglas G. 33 1993 Breakdown robustness of tests. Zbl 0713.62039He, Xuming; Simpson, Douglas G.; Portnoy, Stephen L. 33 1990 Robust direction estimation. Zbl 0761.62035He, Xuming; Simpson, Douglas G. 28 1992 Infill asymptotics for a stochastic process model with measurement error. Zbl 0970.62061Chen, Huann-Sheng; Simpson, Douglas G.; Ying, Zhiliang 17 2000 Testing for additivity in nonparametric regression. Zbl 0858.62036Eubank, R. L.; Hart, J. D.; Simpson, D. G.; Stefanski, L. A. 16 1995 Breakdown points of \(t\)-type regression estimators. Zbl 1120.62320He, Xuming; Simpson, Douglas G.; Wang, Guangyu 14 2000 Functional stability of one-step GM-estimators in approximately linear regression. Zbl 0930.62030Simpson, Douglas G.; Yohai, Victor J. 14 1998 Explicit methods for stiff ODEs from atmospheric chemistry. Zbl 0839.65078Verwer, J. G.; Simpson, D. 12 1995 Recursive nonparametric testing for dose-response relationships subject to downturns at high doses. Zbl 0655.62048Simpson, Douglas G.; Margolin, Barry H. 9 1986 M-estimation for discrete data: Asymptotic distribution theory and implications. Zbl 0652.62011Simpson, Douglas G.; Carroll, Raymond J.; Ruppert, David 7 1987 Longitudinal data analysis using \(t\)-type regression. Zbl 1040.62056He, Xuming; Cui, Hengjian; Simpson, Douglas G. 6 2004 Reweighting approximate GM estimators: Asymptotics and residual-based graphics. Zbl 1003.62507Simpson, Douglas G.; Chang, Yuan-Chin Ivan 5 1997 Unified computational methods for regression analysis of zero-inflated and bound-inflated data. Zbl 1284.62071Yang, Yan; Simpson, Douglas 3 2010 Nonparametric detection of correlated errors. Zbl 1079.62044Kim, Tae Yoon; Kim, Donghoh; Park, Byeong U.; Simpson, Douglas G. 3 2004 Random effects in censored ordinal regression: latent structure and Bayesian approach. Zbl 1060.62683Xie, Minge; Simpson, Douglas G.; Carroll, Raymond J. 3 2000 Correlation and high-dimensional consistency in pattern recognition. Zbl 1064.62535Ge, Nanxiang; Simpson, Douglas G. 3 1998 Regression modeling of ordinal data with nonzero baselines. Zbl 1059.62738Xie, Minge; Simpson, Douglas G. 2 1999 Nonparametric testing for dose-response curves subject to downturns: Asymptotic power considerations. Zbl 0701.62055Simpson, Douglas G.; Margolin, Barry H. 2 1990 Robust probabilistic classification applicable to irregularly sampled functional data. Zbl 06970979Park, Yeonjoo; Simpson, Douglas G. 1 2019 Conditional risk models for ordinal response data: Simultaneous logistic regression analysis and generalized score tests. Zbl 1015.62070Fu, Limin; Simpson, Douglas G. 1 2002 Categorical exposure-response regression analysis of toxicology experiments. Zbl 0956.62109Xie, Minge; Simpson, Douglas 1 1998 Weighted logistic regression and robust analysis of diverse toxicology data. Zbl 0900.62618Simpson, Douglas G.; Carroll, Raymond J.; Xie, Minge; Guth, Daniel J. 1 1996 Robust probabilistic classification applicable to irregularly sampled functional data. Zbl 06970979Park, Yeonjoo; Simpson, Douglas G. 1 2019 Unified computational methods for regression analysis of zero-inflated and bound-inflated data. Zbl 1284.62071Yang, Yan; Simpson, Douglas 3 2010 Longitudinal data analysis using \(t\)-type regression. Zbl 1040.62056He, Xuming; Cui, Hengjian; Simpson, Douglas G. 6 2004 Nonparametric detection of correlated errors. Zbl 1079.62044Kim, Tae Yoon; Kim, Donghoh; Park, Byeong U.; Simpson, Douglas G. 3 2004 Conditional risk models for ordinal response data: Simultaneous logistic regression analysis and generalized score tests. Zbl 1015.62070Fu, Limin; Simpson, Douglas G. 1 2002 Infill asymptotics for a stochastic process model with measurement error. Zbl 0970.62061Chen, Huann-Sheng; Simpson, Douglas G.; Ying, Zhiliang 17 2000 Breakdown points of \(t\)-type regression estimators. Zbl 1120.62320He, Xuming; Simpson, Douglas G.; Wang, Guangyu 14 2000 Random effects in censored ordinal regression: latent structure and Bayesian approach. Zbl 1060.62683Xie, Minge; Simpson, Douglas G.; Carroll, Raymond J. 3 2000 Robust principal component analysis for functional data. (With comments). Zbl 0980.62049Locantore, N.; Marron, J. S.; Simpson, D. G.; Tripoli, N.; Zhang, J. T.; Cohen, K. L. 65 1999 Regression modeling of ordinal data with nonzero baselines. Zbl 1059.62738Xie, Minge; Simpson, Douglas G. 2 1999 Functional stability of one-step GM-estimators in approximately linear regression. Zbl 0930.62030Simpson, Douglas G.; Yohai, Victor J. 14 1998 Correlation and high-dimensional consistency in pattern recognition. Zbl 1064.62535Ge, Nanxiang; Simpson, Douglas G. 3 1998 Categorical exposure-response regression analysis of toxicology experiments. Zbl 0956.62109Xie, Minge; Simpson, Douglas 1 1998 Reweighting approximate GM estimators: Asymptotics and residual-based graphics. Zbl 1003.62507Simpson, Douglas G.; Chang, Yuan-Chin Ivan 5 1997 Weighted logistic regression and robust analysis of diverse toxicology data. Zbl 0900.62618Simpson, Douglas G.; Carroll, Raymond J.; Xie, Minge; Guth, Daniel J. 1 1996 Testing for additivity in nonparametric regression. Zbl 0858.62036Eubank, R. L.; Hart, J. D.; Simpson, D. G.; Stefanski, L. A. 16 1995 Explicit methods for stiff ODEs from atmospheric chemistry. Zbl 0839.65078Verwer, J. G.; Simpson, D. 12 1995 Lower bounds for contamination bias: Globally minimax versus locally linear estimation. Zbl 0770.62023He, Xuming; Simpson, Douglas G. 33 1993 On one-step GM estimates and stability of inferences in linear regression. Zbl 0781.62104Simpson, D. G.; Ruppert, D.; Carroll, R. J. 74 1992 Robust direction estimation. Zbl 0761.62035He, Xuming; Simpson, Douglas G. 28 1992 Breakdown robustness of tests. Zbl 0713.62039He, Xuming; Simpson, Douglas G.; Portnoy, Stephen L. 33 1990 Nonparametric testing for dose-response curves subject to downturns: Asymptotic power considerations. Zbl 0701.62055Simpson, Douglas G.; Margolin, Barry H. 2 1990 Minimum Hellinger distance estimation for the analysis of count data. Zbl 0633.62029Simpson, Douglas G 66 1987 M-estimation for discrete data: Asymptotic distribution theory and implications. Zbl 0652.62011Simpson, Douglas G.; Carroll, Raymond J.; Ruppert, David 7 1987 Recursive nonparametric testing for dose-response relationships subject to downturns at high doses. Zbl 0655.62048Simpson, Douglas G.; Margolin, Barry H. 9 1986 all cited Publications top 5 cited Publications all top 5 Cited by 532 Authors 20 Basu, Ayanendranath 16 Yohai, Víctor Jaime 11 Boente, Graciela 10 Karunamuni, Rohana J. 9 Tyler, David E. 9 Wu, Jingjing 8 Lee, Sangyeol 7 Croux, Christophe 7 Rousseeuw, Peter J. 7 Zamar, Ruben H. 6 Cui, Hengjian 6 Maronna, Ricardo Antonio 5 Adrover, Jorge G. 5 Ghosh, Abhik 5 He, Xuming 5 Marron, James Stephen 5 McKean, Joseph W. 5 Simpson, Douglas G. 5 Wiens, Douglas P. 4 Bachoc, François 4 Bali, Juan Lucas 4 Berrendero, Jose Ramon 4 Bianco, Ana M. 4 Billor, Nedret 4 Čížek, Pavel 4 Dürre, Alexander 4 Fraiman, Ricardo 4 Hettmansperger, Thomas P. 4 Hubert, Mia 4 Lindsay, Bruce G. 4 Müller, Christine H. 4 Pardo, Leandro 4 Roozbeh, Mahdi 4 Sheather, Simon J. 4 Sriram, T. N. 4 Van Aelst, Stefan 4 Verdonck, Tim 4 Vidyashankar, Anand N. 4 Vogel, Daniel 4 Zuo, Yijun 3 Agostinelli, Claudio 3 Ando, Masakazu 3 Chen, Zhiqiang 3 Coakley, Clint W. 3 Cuevas, Antonio 3 Davies, Patrick Laurie 3 Debruyne, Michiel 3 Dette, Holger 3 Gervini, Daniel 3 Greco, Luca 3 Kim, Taeyoon 3 Kimura, Miyoshi 3 Lagnoux, Agnès 3 Laha, Arnab Kumar 3 Linke, Yuliana Yu. 3 Mandal, Abhijit 3 Markatou, Marianthi 3 Naranjo, Joshua D. 3 Oja, Hannu 3 Park, Chanseok 3 Ronchetti, Elvezio M. 3 Salibian-Barrera, Matias 3 Shang, Han Lin 3 Taskinen, Sara 3 Toma, Aida 3 Wilcox, Rand R. 2 Agresti, Alan 2 Basu, Srabashi 2 Cao, GuanQun 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 Ferraty, Frédéric 2 Fried, Roland 2 Gao, Jiti 2 Gather, Ursula 2 Genton, Marc G. 2 González-Farías, Graciela M. 2 Hadi, Ali Saad 2 Haesbroeck, Gentiane 2 Harris, Ian R. 2 Hooker, Giles 2 Hu, Tao 2 Kanika, Km 2 Karlis, Dimitris 2 Kim, Byung Soo 2 Kumar, Somesh 2 Lim, Chae Young 2 Lima, Italo R. 2 Liu, Wei 2 Lucas, André 2 Mahesh, K. C. 2 Maji, Avijit 2 McCoy, Michael B. 2 Mili, Lamine 2 Militino, Ana Fernández ...and 432 more Authors all top 5 Cited in 64 Serials 49 Computational Statistics and Data Analysis 44 Statistics & Probability Letters 41 Journal of Statistical Planning and Inference 33 Journal of Multivariate Analysis 23 The Annals of Statistics 15 Communications in Statistics. Theory and Methods 12 The Canadian Journal of Statistics 11 Journal of Statistical Computation and Simulation 11 Test 10 Annals of the Institute of Statistical Mathematics 9 Communications in Statistics. Simulation and Computation 7 Journal of Nonparametric Statistics 6 Metrika 6 Biometrics 5 Scandinavian Journal of Statistics 5 Statistics 4 Journal of Econometrics 4 Journal of Time Series Analysis 4 Applied Numerical Mathematics 4 Electronic Journal of Statistics 3 Journal of Computational Physics 3 Computational Statistics 3 Statistical Papers 3 Bernoulli 3 The Annals of Applied Statistics 2 Computers & Mathematics with Applications 2 Biometrical Journal 2 Journal of the American Statistical Association 2 Acta Mathematicae Applicatae Sinica. English Series 2 Statistical Science 2 Mathematical Problems in Engineering 2 Statistical Methods and Applications 2 Advances in Data Analysis and Classification. ADAC 2 Statistics Surveys 2 Sankhyā. Series A 2 Statistics and Computing 1 Theory of Probability and its Applications 1 International Statistical Review 1 Journal of Information & Optimization Sciences 1 Probability Theory and Related Fields 1 Sequential Analysis 1 Journal of Complexity 1 Algorithmica 1 Science in China. Series A 1 Machine Learning 1 Applied Mathematical Modelling 1 Stochastic Processes and their Applications 1 Australian & New Zealand Journal of Statistics 1 The Econometrics Journal 1 Sibirskiĭ Zhurnal Industrial’noĭ Matematiki 1 Journal of Applied Statistics 1 Statistical Inference for Stochastic Processes 1 Computational Geosciences 1 Foundations of Computational Mathematics 1 Journal of Systems Science and Complexity 1 Journal of Applied Mathematics 1 Statistical Modelling 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 Statistical Methodology 1 Journal of Statistical Theory and Practice 1 AStA. Advances in Statistical Analysis 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Probability and Statistics 1 Sankhyā. Series B all top 5 Cited in 17 Fields 356 Statistics (62-XX) 60 Numerical analysis (65-XX) 20 Probability theory and stochastic processes (60-XX) 9 Biology and other natural sciences (92-XX) 6 Ordinary differential equations (34-XX) 4 Classical thermodynamics, heat transfer (80-XX) 4 Geophysics (86-XX) 3 Operations research, mathematical programming (90-XX) 3 Systems theory; control (93-XX) 2 General and overarching topics; collections (00-XX) 2 Functional analysis (46-XX) 2 Computer science (68-XX) 2 Fluid mechanics (76-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year