Edit Profile (opens in new tab) Ormerod, John T. Co-Author Distance Author ID: ormerod.john-t Published as: Ormerod, John T.; Ormerod, J. T.; Ormerod, J. more...less Documents Indexed: 26 Publications since 2006, including 1 Additional arXiv Preprint Co-Authors: 34 Co-Authors with 25 Joint Publications 922 Co-Co-Authors all top 5 Co-Authors 1 single-authored 13 Wand, Matthew P. 4 You, Chong 3 Müller, Samuel 3 Yu, Weichang 2 Hall, Peter Gavin 2 Romanes, Sarah E. 2 Stewart, Michael I. 2 Yang, Jean Yee Hwa Yang 1 Azizi, Lamiae 1 Dubossarsky, E. 1 Faes, Christel 1 Friedman, Jerome Harold 1 Fuhrwirth, Rudolf 1 Gagnon-Bartsch, Johann A. 1 Ghazanfar, Shila 1 Han, Ze-Guang 1 Jeyakumar, Vaithilingam 1 Johnstone, Iain Murray 1 Koch, Inge 1 Li, Xiangyang 1 Lin, Yingxin 1 Lo, Kitty K. 1 Luts, Jan 1 Neville, Sarah E. 1 Padoan, Simone A. 1 Pang, Cheng Heng 1 Pham, Tung H. 1 Speed, Terence Paul 1 Su, Xianbin 1 Toscas, Peter J. 1 Wang, Kevin Y. X. 1 Yang, Pengyi 1 Yu, J. C. F. 1 Zhou, Xiao-Hua Andrew all top 5 Serials 4 Computational Statistics and Data Analysis 3 Australian & New Zealand Journal of Statistics 3 Electronic Journal of Statistics 3 Statistics and Computing 2 Journal of the American Statistical Association 2 Journal of Computational and Graphical Statistics 1 The American Statistician 1 Journal of Classification 1 Computational Statistics 1 Proceedings of the National Academy of Sciences of the United States of America 1 Statistica Sinica 1 Optimization Methods & Software 1 Advances in Decision Sciences 1 Bayesian Analysis all top 5 Fields 25 Statistics (62-XX) 4 Numerical analysis (65-XX) 2 Probability theory and stochastic processes (60-XX) 2 Computer science (68-XX) 2 Operations research, mathematical programming (90-XX) 1 Combinatorics (05-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 21 Publications have been cited 302 times in 219 Documents Cited by ▼ Year ▼ Explaining variational approximations. Zbl 1200.65007 Ormerod, J. T.; Wand, M. P. 83 2010 On semiparametric regression with O’Sullivan penalized splines. Zbl 1146.62030 Wand, M. P.; Ormerod, J. T. 55 2008 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158 Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 38 2011 Variational Bayesian inference for parametric and nonparametric regression with missing data. Zbl 1229.62028 Faes, C.; Ormerod, J. T.; Wand, M. P. 22 2011 Theory of Gaussian variational approximation for a Poisson mixed model. Zbl 1206.62035 Hall, Peter; Ormerod, J. T.; Wand, M. P. 19 2011 Mean field variational Bayes for continuous sparse signal shrinkage: pitfalls and remedies. Zbl 1298.62050 Neville, Sarah E.; Ormerod, John T.; Wand, M. P. 16 2014 Penalized wavelets: embedding wavelets into semiparametric regression. Zbl 1271.62089 Wand, M. P.; Ormerod, J. T. 13 2011 A variational Bayes approach to variable selection. Zbl 1384.62240 Ormerod, John T.; You, Chong; Müller, Samuel 12 2017 Knowledge-based semidefinite linear programming classifiers. Zbl 1112.90057 Jeyakumar, V.; Ormerod, J.; Womersley, R. S. 9 2006 On variational Bayes estimation and variational information criteria for linear regression models. Zbl 1334.62123 You, Chong; Ormerod, John T.; Müller, Samuel 8 2014 On generalized degrees of freedom with application in linear mixed models selection. Zbl 1342.62129 You, Chong; Müller, Samuel; Ormerod, John T. 5 2016 Mean field variational Bayesian inference for nonparametric regression with measurement error. Zbl 1471.62160 Pham, Tung H.; Ormerod, John T.; Wand, M. P. 5 2013 Grid based variational approximations. Zbl 1247.62093 Ormerod, John T. 3 2011 Mean field variational Bayesian inference for support vector machine classification. Zbl 1506.62120 Luts, Jan; Ormerod, John T. 3 2014 Modelling inverse Gaussian data with censored response values: EM versus MCMC. Zbl 1223.65009 Sparks, R. S.; Sutton, G.; Toscas, P.; Ormerod, J. T. 2 2011 Penalized spline support vector classifiers computational issues. Zbl 1223.62105 Ormerod, John T.; Wand, M. P.; Koch, Inge 2 2008 Variational nonparametric discriminant analysis. Zbl 1507.62199 Yu, Weichang; Azizi, Lamiae; Ormerod, John T. 2 2020 Variational discriminant analysis with variable selection. Zbl 1447.62077 Yu, Weichang; Ormerod, John T.; Stewart, Michael 2 2020 Fast and accurate binary response mixed model analysis via expectation propagation. Zbl 1452.62067 Hall, P.; Johnstone, I. M.; Ormerod, J. T.; Wand, M. P.; Yu, J. C. F. 1 2020 scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets. Zbl 1431.62501 Lin, Yingxin; Ghazanfar, Shila; Wang, Kevin Y. X.; Gagnon-Bartsch, Johann A.; Lo, Kitty K.; Su, Xianbin; Han, Ze-Guang; Ormerod, John T.; Speed, Terence P.; Yang, Pengyi; Yang, Jean Yee Hwa Yang 1 2019 Diagonal discriminant analysis with feature selection for high-dimensional data. Zbl 07499276 Romanes, Sarah E.; Ormerod, John T.; Yang, Jean Y. H. 1 2020 Variational nonparametric discriminant analysis. Zbl 1507.62199 Yu, Weichang; Azizi, Lamiae; Ormerod, John T. 2 2020 Variational discriminant analysis with variable selection. Zbl 1447.62077 Yu, Weichang; Ormerod, John T.; Stewart, Michael 2 2020 Fast and accurate binary response mixed model analysis via expectation propagation. Zbl 1452.62067 Hall, P.; Johnstone, I. M.; Ormerod, J. T.; Wand, M. P.; Yu, J. C. F. 1 2020 Diagonal discriminant analysis with feature selection for high-dimensional data. Zbl 07499276 Romanes, Sarah E.; Ormerod, John T.; Yang, Jean Y. H. 1 2020 scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets. Zbl 1431.62501 Lin, Yingxin; Ghazanfar, Shila; Wang, Kevin Y. X.; Gagnon-Bartsch, Johann A.; Lo, Kitty K.; Su, Xianbin; Han, Ze-Guang; Ormerod, John T.; Speed, Terence P.; Yang, Pengyi; Yang, Jean Yee Hwa Yang 1 2019 A variational Bayes approach to variable selection. Zbl 1384.62240 Ormerod, John T.; You, Chong; Müller, Samuel 12 2017 On generalized degrees of freedom with application in linear mixed models selection. Zbl 1342.62129 You, Chong; Müller, Samuel; Ormerod, John T. 5 2016 Mean field variational Bayes for continuous sparse signal shrinkage: pitfalls and remedies. Zbl 1298.62050 Neville, Sarah E.; Ormerod, John T.; Wand, M. P. 16 2014 On variational Bayes estimation and variational information criteria for linear regression models. Zbl 1334.62123 You, Chong; Ormerod, John T.; Müller, Samuel 8 2014 Mean field variational Bayesian inference for support vector machine classification. Zbl 1506.62120 Luts, Jan; Ormerod, John T. 3 2014 Mean field variational Bayesian inference for nonparametric regression with measurement error. Zbl 1471.62160 Pham, Tung H.; Ormerod, John T.; Wand, M. P. 5 2013 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158 Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 38 2011 Variational Bayesian inference for parametric and nonparametric regression with missing data. Zbl 1229.62028 Faes, C.; Ormerod, J. T.; Wand, M. P. 22 2011 Theory of Gaussian variational approximation for a Poisson mixed model. Zbl 1206.62035 Hall, Peter; Ormerod, J. T.; Wand, M. P. 19 2011 Penalized wavelets: embedding wavelets into semiparametric regression. Zbl 1271.62089 Wand, M. P.; Ormerod, J. T. 13 2011 Grid based variational approximations. Zbl 1247.62093 Ormerod, John T. 3 2011 Modelling inverse Gaussian data with censored response values: EM versus MCMC. Zbl 1223.65009 Sparks, R. S.; Sutton, G.; Toscas, P.; Ormerod, J. T. 2 2011 Explaining variational approximations. Zbl 1200.65007 Ormerod, J. T.; Wand, M. P. 83 2010 On semiparametric regression with O’Sullivan penalized splines. Zbl 1146.62030 Wand, M. P.; Ormerod, J. T. 55 2008 Penalized spline support vector classifiers computational issues. Zbl 1223.62105 Ormerod, John T.; Wand, M. P.; Koch, Inge 2 2008 Knowledge-based semidefinite linear programming classifiers. Zbl 1112.90057 Jeyakumar, V.; Ormerod, J.; Womersley, R. S. 9 2006 all cited Publications top 5 cited Publications all top 5 Cited by 460 Authors 23 Wand, Matthew P. 16 Nott, David John 10 Ormerod, John T. 8 Tan, Linda S. L. 7 Tran, Minh Ngoc 5 Jeyakumar, Vaithilingam 5 Kauermann, Goran 5 Smith, Michael Stanley 4 Amato, Umberto 4 Antoniadis, Anestis 4 Carroll, Raymond James 4 De Feis, Italia 4 Drovandi, Christopher C. 4 Hui, Francis K. C. 4 Loaiza-Maya, Rubén 4 Ong, Victor M. H. 4 Schellhase, Christian 4 You, Chong 3 Bhadra, Anindya 3 Li, Guoyin 3 Menictas, Marianne 3 Morris, Jeffrey S. 3 Müller, Samuel 3 Nathoo, Farouk S. 3 Rue, Håvard 3 Ruppert, David 2 Baladandayuthapani, Veerabhadran 2 Blei, David M. 2 Boer, Martin P. 2 Coull, Brent A. 2 Datta, Jyotishka 2 Ferraccioli, Federico 2 Finos, Livio 2 Gijbels, Irène 2 Greven, Sonja 2 Kim, Andy S. I. 2 Klein, Nadja 2 Kneib, Thomas 2 Kohn, Robert J. 2 Korobilis, Dimitris 2 Lee, Gue Myung 2 Li, Yehua 2 Li, Zeda 2 Luts, Jan 2 Maestrini, Luca 2 McGree, James M. 2 Meiring, Wendy 2 Meyer, Mark J. 2 Montoya, Eduardo L. 2 Nestler, Steffen 2 Neville, Sarah E. 2 Niku, Jenni 2 Nolan, Tui H. 2 Pettitt, Anthony N. 2 Pham, Tung H. 2 Piepho, Hans-Peter 2 Polson, Nicholas G. 2 Rosen, Ori 2 Sangalli, Laura Maria 2 Shahbaba, Babak 2 Sisson, Scott A. 2 Taskinen, Sara 2 Waldmann, Elisabeth 2 Wang, Tao 2 Warton, David I. 2 Williams, Emlyn R. 2 Yu, Weichang 2 Yu, Xuejun 2 Yue, Yu Ryan 2 Zeng, Yanyan 2 Zhao, Hongyu 1 Achic, Betsabé G. Blas 1 Ala-Luhtala, Juha 1 Alston, Clair L. 1 Altmann, Yoann 1 Álvarez-Liébana, Javier 1 Ariyo, Oludare Samuel 1 Arridge, Simon R. 1 Artemiou, Andreas 1 Azevedo, Ricardo B. R. 1 Aziz, Maliha 1 Azizi, Lamiae 1 Babul, Arif 1 Bansal, Prateek 1 Baumann, Philipp F. M. 1 Bedoui, Adel 1 Bhaskaran, Aishwarya 1 Bhattacharya, Anirban 1 Binder, Harald 1 Bishoyi, Abhishek 1 Bondell, Howard D. 1 Bosq, Denis 1 Bottolo, Leonardo 1 Bräuning, Falk 1 Brew, Bruce J. 1 Brooks, Wesley 1 Brown, Paul T. 1 Bruce, Scott A. 1 Buitrago, Lina 1 Buzzard, Gregery T. ...and 360 more Authors all top 5 Cited in 72 Serials 21 Statistics and Computing 15 Computational Statistics and Data Analysis 15 Journal of Computational and Graphical Statistics 12 Electronic Journal of Statistics 12 The Annals of Applied Statistics 10 Journal of the American Statistical Association 9 Bayesian Analysis 7 Biometrics 7 Computational Statistics 7 Australian & New Zealand Journal of Statistics 6 Communications in Statistics. Simulation and Computation 5 The Annals of Statistics 5 Statistical Science 4 Journal of Multivariate Analysis 4 Journal of Applied Statistics 4 Journal of Machine Learning Research (JMLR) 3 Psychometrika 3 Biometrical Journal 3 Statistics & Probability Letters 3 Communications in Statistics. Theory and Methods 3 Statistical Modelling 3 Journal of Agricultural, Biological, and Environmental Statistics 2 International Statistical Review 2 Journal of Econometrics 2 Operations Research Letters 2 Statistics 2 European Journal of Operational Research 2 Test 2 Statistical Methods and Applications 2 AStA. Advances in Statistical Analysis 1 Bulletin of the Australian Mathematical Society 1 Inverse Problems 1 Journal of Computational Physics 1 Journal of the Franklin Institute 1 Journal of Mathematical Analysis and Applications 1 Scandinavian Journal of Statistics 1 International Economic Review 1 Journal of Mathematical Psychology 1 Journal of Optimization Theory and Applications 1 Journal of Statistical Planning and Inference 1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 1 Statistica Neerlandica 1 Journal of Classification 1 Optimization 1 Journal of Economic Dynamics & Control 1 Annals of Operations Research 1 Journal of Global Optimization 1 Journal of Statistical Computation and Simulation 1 SIAM Journal on Optimization 1 SIAM Journal on Scientific Computing 1 Statistical Papers 1 Computational and Applied Mathematics 1 Bernoulli 1 Journal of Nonparametric Statistics 1 Finance and Stochastics 1 Mathematical Communications 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Entropy 1 Journal of the Korean Statistical Society 1 Advances in Data Analysis and Classification. ADAC 1 Journal of Statistical Theory and Practice 1 SIAM Journal on Imaging Sciences 1 Foundations and Trends in Econometrics 1 Advances in Mathematical Physics 1 Statistics Surveys 1 Journal of Business and Economic Statistics 1 Sankhyā. Series B 1 SIAM/ASA Journal on Uncertainty Quantification 1 Statistical Theory and Related Fields 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 20 Fields 202 Statistics (62-XX) 32 Numerical analysis (65-XX) 13 Probability theory and stochastic processes (60-XX) 13 Computer science (68-XX) 11 Operations research, mathematical programming (90-XX) 9 Biology and other natural sciences (92-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Information and communication theory, circuits (94-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Geophysics (86-XX) 2 Systems theory; control (93-XX) 1 Mathematical logic and foundations (03-XX) 1 Algebraic geometry (14-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Special functions (33-XX) 1 Approximations and expansions (41-XX) 1 Convex and discrete geometry (52-XX) 1 General topology (54-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year