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Author ID: ormerod.john-t Recent zbMATH articles by "Ormerod, John T."
Published as: Ormerod, John T.; Ormerod, J. T.; Ormerod, J.
Documents Indexed: 26 Publications since 2006, including 1 Additional arXiv Preprint
Co-Authors: 34 Co-Authors with 25 Joint Publications
922 Co-Co-Authors

Publications by Year

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 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

Citations by Year