Edit Profile (opens in new tab) Wand, Matthew P. Co-Author Distance Author ID: wand.matthew-p Published as: Wand, M. P.; Wand, Matt P.; Wand, Matthew P.; Wand, Matt more...less Documents Indexed: 107 Publications since 1988, including 3 Books and 2 Additional arXiv Preprints Co-Authors: 89 Co-Authors with 94 Joint Publications 2,735 Co-Co-Authors all top 5 Co-Authors 12 single-authored 13 Ormerod, John T. 12 Ruppert, David 8 Hall, Peter Gavin 5 Carroll, Raymond James 5 Marron, James Stephen 4 Jones, Michael Chris 4 Menictas, Marianne 3 Bhaskaran, Aishwarya 3 Coull, Brent A. 3 Duong, Tarn 3 Koch, Inge 3 Maestrini, Luca 3 Nolan, Tui H. 3 Pham, Tung H. 3 Ryan, Louise Marie 3 Staudenmayer, John 2 Claeskens, Gerda 2 Crăiniceanu, Ciprian-Mugur 2 Devroye, Luc P. J. A. 2 Fan, Jianqing 2 Gijbels, Irène 2 Holst, Ulla 2 Hössjer, Ola G. 2 Kim, Andy S. I. 2 Neville, Sarah E. 2 Padoan, Simone A. 2 Salganik, M. P. 2 Schwartz, Joel 2 Wang, S. S. J. 2 Yu, J. C. F. 1 Aerts, Marc 1 Aldershof, Brian 1 Augustyns, Ilse 1 Betensky, Rebecca A. 1 Chacón, José E. 1 Chen, Wilson Ye 1 Cowling, Arianna 1 Degani, Emanuele 1 Delaigle, Aurore 1 Di Credico, Gioia 1 Dubossarsky, E. 1 Dunsmuir, William T. M. 1 Engel, Joachim 1 Faes, Christel 1 Fan, Yanan 1 French, Jonathan L. 1 Friedman, Jerome Harold 1 Fuhrwirth, Rudolf 1 Ganguli, Bhaswati 1 Gasser, Theo 1 Ghosh, Malay 1 Goldsmith, Jeff 1 González-Manteiga, Wenceslao 1 Hardie, D. L. 1 Härdle, Wolfgang Karl 1 Harezlak, Jaroslaw 1 Herrmann, Eva 1 Huang, Alan 1 Hyndman, Rob J. 1 Jiang, Jiming 1 Johnstone, Iain Murray 1 Kadiri, M. Al 1 Kammann, E. E. 1 Khare, Kshitij 1 Kuo, Frances Y. 1 Lake, E. E. 1 Lee, Cathy Yuen Yi 1 Leslie, David S. 1 Lindsey, Jane C. 1 Luts, Jan 1 Mammen, Enno 1 McLean, Mathew W. 1 Milford, E. L. 1 Opsomer, Jean-Didier 1 Parise, Helen 1 Park, Byeong Uk 1 Pearce, N. D. 1 Rohde, David 1 Samworth, Richard J. 1 Sarkar, Partha 1 Sheather, Simon J. 1 Simpson, Douglas G. 1 Sloan, Ian Hugh 1 Thurston, Sally W. 1 Toczydłowska, Dorota 1 Turlach, Berwin A. 1 Wiencke, John K. 1 Zanobetti, Antonella 1 Zhao, Yihua all top 5 Serials 11 Australian & New Zealand Journal of Statistics 8 Electronic Journal of Statistics 7 Journal of the American Statistical Association 5 Statistics & Probability Letters 5 Computational Statistics 4 The Annals of Statistics 4 Biometrics 4 Journal of Multivariate Analysis 4 Computational Statistics and Data Analysis 4 Bayesian Analysis 3 Biometrical Journal 3 Biometrika 3 Statistical Science 3 Journal of the Royal Statistical Society. Series B 3 Biostatistics 3 Journal of Machine Learning Research (JMLR) 2 The American Statistician 2 The Australian Journal of Statistics 2 Journal of Statistical Planning and Inference 2 Statistica Sinica 2 Journal of Nonparametric Statistics 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Statistical Modelling 1 Applicable Analysis 1 Scandinavian Journal of Statistics 1 The Australian Mathematical Society Gazette 1 Technometrics 1 Journal of Classification 1 Statistics 1 Methodology and Computing in Applied Probability 1 The ANZIAM Journal 1 Journal of the Korean Statistical Society 1 Monographs on Statistics and Applied Probability 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 AStA. Advances in Statistical Analysis 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing 1 Use R! all top 5 Fields 103 Statistics (62-XX) 24 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 3 Computer science (68-XX) 2 History and biography (01-XX) 2 Approximations and expansions (41-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 95 Publications have been cited 4,499 times in 3,289 Documents Cited by ▼ Year ▼ Kernel smoothing. Zbl 0854.62043 Wand, M. P.; Jones, M. C. 837 1995 Semiparametric regression. Zbl 1038.62042 Ruppert, David; Wand, M. P.; Carroll, R. J. 737 2003 Generalized partially linear single-index models. Zbl 0890.62053 Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P. 398 1997 Multivariate locally weighted least squares regression. Zbl 0821.62020 Ruppert, D.; Wand, M. P. 299 1994 Exact mean integrated squared error. Zbl 0746.62040 Marron, J. S.; Wand, M. P. 262 1992 An effective bandwidth selector for local least squares regression. Zbl 0868.62034 Ruppert, D.; Sheather, S. J.; Wand, M. P. 247 1995 Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. Zbl 0818.62036 Fan, Jianqing; Heckman, Nancy E.; Wand, M. P. 109 1995 Multivariate plug-in bandwidth selection. Zbl 0937.62055 Wand, M. P.; Jones, M. C. 86 1994 Explaining variational approximations. Zbl 1200.65007 Ormerod, J. T.; Wand, M. P. 83 2010 Geoadditive models. Zbl 1111.62346 Kammann, E. E.; Wand, M. P. 75 2003 Comparison of smoothing parametrizations in bivariate kernel density estimation. Zbl 0775.62105 Wand, M. P.; Jones, M. C. 74 1993 Smoothing and mixed models. Zbl 1050.62049 Wand, M. P. 74 2003 Transformations in density estimation. (With discussions). Zbl 0742.62046 Wand, M. P.; Marron, J. S.; Ruppert, D. 72 1991 Local polynomial variance-function estimation. Zbl 0891.62029 Ruppert, David; Wand, M. P.; Holst, Ulla; Hössjer, Ola 68 1997 A general projection framework for constrained smoothing. Zbl 1059.62535 Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 67 2001 On semiparametric regression with O’Sullivan penalized splines. Zbl 1146.62030 Wand, M. P.; Ormerod, J. T. 55 2008 Semiparametric estimation in logistic measurement error models. Zbl 0800.62220 Carroll, R. J.; Wand, M. P. 53 1991 Semiparametric regression during 2003–2007. Zbl 1326.62094 Ruppert, David; Wand, M. P.; Carroll, Raymond J. 49 2009 General design Bayesian generalized linear mixed models. Zbl 1129.62063 Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P. 46 2006 Exact likelihood ratio tests for penalised splines. Zbl 1068.62021 Crainiceanu, Ciprian; Ruppert, David; Claeskens, Gerda; Wand, M. P. 43 2005 Asymptotics for general multivariate kernel density derivative estimators. Zbl 1214.62039 Chacón, José E.; Duong, Tarn; Wand, M. P. 41 2011 Mean field variational Bayes for elaborate distributions. Zbl 1330.62158 Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf 38 2011 Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135 Huang, Alan; Wand, M. P. 36 2013 Simple incorporation of interactions into additive models. Zbl 1209.62352 Coull, Brent A.; Ruppert, David; Wand, M. P. 27 2001 A comparison of regression spline smoothing procedures. Zbl 1037.62038 Wand, M. P. 27 2000 Feature significance for multivariate kernel density estimation. Zbl 1452.62265 Duong, Tarn; Cowling, Arianna; Koch, Inge; Wand, M. P. 26 2008 Minimizing \(L_ 1\) distance in nonparametric density estimation. Zbl 0673.62030 Hall, Peter; Wand, Matthew P. 24 1988 Asymptotics and optimal bandwidth selection for highest density region estimation. Zbl 1189.62061 Samworth, R. J.; Wand, M. P. 23 2010 Finite sample performance of deconvolving density estimators. Zbl 0886.62048 Wand, M. P. 23 1998 On the optimal amount of smoothing in penalised spline regression. Zbl 0943.62034 Wand, M. P. 22 1999 On the accuracy of binned kernel density estimators. Zbl 0863.62036 Hall, Peter; Wand, M. P. 22 1996 Variational Bayesian inference for parametric and nonparametric regression with missing data. Zbl 1229.62028 Faes, C.; Ormerod, J. T.; Wand, M. P. 22 2011 Bandwidth choice for density derivatives. Zbl 0699.62036 Härdle, Wolfgang; Marron, J. S.; Wand, M. P. 22 1990 Theory of Gaussian variational approximation for a Poisson mixed model. Zbl 1206.62035 Hall, Peter; Ormerod, J. T.; Wand, M. P. 19 2011 Error analysis for general multivariate kernel estimators. Zbl 1360.62141 Wand, M. P. 18 1992 Some theory for penalized spline generalized additive models. Zbl 1011.62040 Aerts, M.; Claeskens, G.; Wand, M. P. 17 2002 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 Generalized additive distributed lag models: Quantifying mortality displacement. Zbl 0961.62106 Zanobetti, A.; Wand, M. P.; Schwartz, J.; Ryan, L. M. 15 2000 On nonparametric discrimination using density differences. Zbl 0651.62029 Hall, Peter; Wand, Matthew P. 14 1988 Local EM estimation of the hazard function for interval-censored data. Zbl 1059.62594 Betensky, Rebecca A.; Lindsey, Jane C.; Ryan, Louise M.; Wand, M. P. 14 1999 Additive models with predictors subject to measurement error. Zbl 1134.62344 Ganguli, Bhaswati; Staudenmayer, John; Wand, M. P. 13 2005 Penalized wavelets: embedding wavelets into semiparametric regression. Zbl 1271.62089 Wand, M. P.; Ormerod, J. T. 13 2011 Asymptotic normality and valid inference for Gaussian variational approximation. Zbl 1231.62029 Hall, Peter; Pham, Tung; Wand, M. P.; Wang, S. S. J. 12 2011 Semiparametric regression with R. Zbl 1430.62002 Harezlak, Jaroslaw; Ruppert, David; Wand, Matt P. 12 2018 Functional regression via variational Bayes. Zbl 1274.62200 Goldsmith, Jeff; Wand, Matt P.; Crainiceanu, Ciprian 12 2011 Quasi-Monte Carlo for highly structured generalised response models. Zbl 1234.62110 Kuo, F. Y.; Dunsmuir, W. T. M.; Sloan, I. H.; Wand, M. P.; Womersley, R. S. 11 2008 A bandwidth selector for bivariate kernel regression. Zbl 0825.62446 Herrmann, Eva; Wand, M. P.; Engel, Joachim; Gasser, Theo 11 1995 Incorparation of historical controls using semiparametric mixed models. Zbl 1021.62095 Parise, Helen; Wand, M. P.; Ruppert, David; Ryan, Louise 10 2001 A central limit theorem for local polynomial backfitting estimators. Zbl 0962.62046 Wand, M. P. 9 1999 Facts about the Gaussian probability density function. Zbl 0844.60007 Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P. 9 1995 Negative binomial additive models. Zbl 1060.62673 Thurston, Sally W.; Wand, M. P.; Wiencke, John K. 9 2000 Variational inference for count response semiparametric regression. Zbl 1335.62054 Luts, J.; Wand, M. P. 9 2015 Fully simplified multivariate normal updates in non-conjugate variational message passing. Zbl 1319.62066 Wand, Matt P. 9 2014 Understanding exponential smoothing via kernel regression. Zbl 0913.62040 Gijbels, I.; Pope, A.; Wand, M. P. 8 1999 Mixed model-based additive models for sample extremes. Zbl 1317.62060 Padoan, S. A.; Wand, M. P. 8 2008 Respiratory health and air pollution: additive mixed model analyses. Zbl 1154.62388 Coull, Brent A.; Schwartz, J.; Wand, M. P. 7 2001 Generalized additive models for cancer mapping with incomplete covariates. Zbl 1096.62116 French, Jonathan L.; Wand, Matthew P. 7 2004 Streamlined mean field variational Bayes for longitudinal and multilevel data analysis. Zbl 1386.62005 Lee, Cathy Yuen Yi; Wand, Matt P. 7 2016 On expectation propagation for generalised, linear and mixed models. Zbl 1521.62091 Kim, Andy S. I.; Wand, Matt P. 6 2018 Correcting for kurtosis in density estimation. Zbl 0751.62019 Ruppert, D.; Wand, M. P. 6 1992 How easy is a given density to estimate? Zbl 0937.62584 Wand, M. P.; Devroye, Luc 6 1993 Semiparametric mean field variational Bayes: general principles and numerical issues. Zbl 1392.62075 Rohde, David; Wand, Matt P. 6 2016 Robustness for general design mixed models using the \(t\)-distribution. Zbl 07257703 Staudenmayer, J.; Lake, E. E.; Wand, M. P. 6 2009 Fisher information for generalised linear mixed models. Zbl 1178.62075 Wand, M. P. 5 2007 Nonparametric autocovariance function estimation. Zbl 0899.62053 Hyndman, R. J.; Wand, M. P. 5 1997 Kriging with nonparametric variance function estimation. Zbl 1059.62746 Opsomer, J. D.; Ruppert, D.; Wand, M. P.; Holst, U.; Hössjer, O. 5 1999 Accuracy of binned kernel functional approximations. Zbl 0900.62195 González-Manteiga, W.; Sánchez-Sellero, C.; Wand, M. P. 5 1996 Highest density difference region estimation with application to flow cytometric data. Zbl 1442.62340 Duong, Tarn; Koch, Inge; Wand, M. P. 5 2009 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 Streamlined variational inference with higher level random effects. Zbl 1527.62024 Nolan, Tui H.; Menictas, Marianne; Wand, Matt P. 5 2020 On the minimization of absolute distance in kernel density estimation. Zbl 0629.62037 Hall, Peter; Wand, Matthew P. 4 1988 The explicit form of expectation propagation for a simple statistical model. Zbl 1332.62097 Kim, Andy S. I.; Wand, M. P. 4 2016 Semiparametric regression and graphical models. Zbl 1334.62012 Wand, M. P. 4 2009 Variational message passing for elaborate response regression models. Zbl 1416.62221 McLean, M. W.; Wand, M. P. 4 2019 Explicit connections between longitudinal data analysis and kernel machines. Zbl 1326.62140 Pearce, N. D.; Wand, M. P. 4 2009 Using Infer.NET for statistical analyses. Zbl 06244069 Wang, S. S. J.; Wand, M. P. 4 2011 Exact risk approaches to smoothing parameter selection. Zbl 0934.62034 Wand, M. P.; Gutierrez, R. G. 3 1997 On exact \(L_ 1\) rates of convergence in non-parametric kernel regression. Zbl 0743.62030 Wand, Matthew P. 3 1990 Variational inference for heteroscedastic semiparametric regression. Zbl 1331.62236 Menictas, Marianne; Wand, Matt P. 3 2015 Generalized extreme value additive model analysis via mean field variational Bayes. Zbl 1334.62031 Neville, Sarah E.; Palmer, M. J.; Wand, M. P. 3 2011 Streamlined solutions to multilevel sparse matrix problems. Zbl 1450.65030 Nolan, Tui H.; Wand, Matt P. 3 2020 Generalised linear mixed model analysis via sequential Monte Carlo sampling. Zbl 1320.62178 Fan, Y.; Leslie, D. S.; Wand, M. P. 3 2008 Penalized spline support vector classifiers computational issues. Zbl 1223.62105 Ormerod, John T.; Wand, M. P.; Koch, Inge 2 2008 On the effect of density shape on the performance of its kernel estimate. Zbl 0808.62033 Devroye, Luc; Wand, Matthew P. 2 1993 Asymptotic effectiveness of some higher order kernels. Zbl 0746.62038 Jones, M. C.; Wand, M. P. 2 1992 Bandwidth selection for local polynomial smoothing of multinomial data. Zbl 0922.62020 Augustyns, I.; Wand, M. P. 1 1998 Comparison of feature significance quantile approximations. Zbl 1061.62066 Salganik, M. P.; Wand, M. P.; Lange, N. 1 2004 Marginal longitudinal semiparametric regression via penalized splines. Zbl 1190.62085 Kadiri, M. Al; Carroll, R. J.; Wand, M. P. 1 2010 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 The inverse G-Wishart distribution and variational message passing. Zbl 1521.62092 Maestrini, Luca; Wand, Matt P. 1 2021 Factor graph fragmentization of expectation propagation. Zbl 1485.62072 Chen, Wilson Y.; Wand, Matt P. 1 2020 Classifying antibodies using flow cytometry data: class prediction and class discovery. Zbl 1442.62602 Salganik, M. P.; Milford, E. L.; Hardie, D. L.; Shaw, S.; Wand, M. P. 1 2005 Usable and precise asymptotics for generalized linear mixed model analysis and design. Zbl 07593404 Jiang, Jiming; Wand, Matt P.; Bhaskaran, Aishwarya 1 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 Streamlined variational inference for linear mixed models with crossed random effects. Zbl 07746944 Menictas, Marianne; Di Credico, Gioia; Wand, Matt P. 1 2023 Streamlined variational inference for linear mixed models with crossed random effects. Zbl 07746944 Menictas, Marianne; Di Credico, Gioia; Wand, Matt P. 1 2023 Usable and precise asymptotics for generalized linear mixed model analysis and design. Zbl 07593404 Jiang, Jiming; Wand, Matt P.; Bhaskaran, Aishwarya 1 2022 The inverse G-Wishart distribution and variational message passing. Zbl 1521.62092 Maestrini, Luca; Wand, Matt P. 1 2021 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 Streamlined variational inference with higher level random effects. Zbl 1527.62024 Nolan, Tui H.; Menictas, Marianne; Wand, Matt P. 5 2020 Streamlined solutions to multilevel sparse matrix problems. Zbl 1450.65030 Nolan, Tui H.; Wand, Matt P. 3 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 Factor graph fragmentization of expectation propagation. Zbl 1485.62072 Chen, Wilson Y.; Wand, Matt P. 1 2020 Variational message passing for elaborate response regression models. Zbl 1416.62221 McLean, M. W.; Wand, M. P. 4 2019 Semiparametric regression with R. Zbl 1430.62002 Harezlak, Jaroslaw; Ruppert, David; Wand, Matt P. 12 2018 On expectation propagation for generalised, linear and mixed models. Zbl 1521.62091 Kim, Andy S. I.; Wand, Matt P. 6 2018 Streamlined mean field variational Bayes for longitudinal and multilevel data analysis. Zbl 1386.62005 Lee, Cathy Yuen Yi; Wand, Matt P. 7 2016 Semiparametric mean field variational Bayes: general principles and numerical issues. Zbl 1392.62075 Rohde, David; Wand, Matt P. 6 2016 The explicit form of expectation propagation for a simple statistical model. Zbl 1332.62097 Kim, Andy S. I.; Wand, M. P. 4 2016 Variational inference for count response semiparametric regression. Zbl 1335.62054 Luts, J.; Wand, M. P. 9 2015 Variational inference for heteroscedastic semiparametric regression. Zbl 1331.62236 Menictas, Marianne; Wand, Matt P. 3 2015 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 Fully simplified multivariate normal updates in non-conjugate variational message passing. Zbl 1319.62066 Wand, Matt P. 9 2014 Simple marginally noninformative prior distributions for covariance matrices. Zbl 1329.62135 Huang, Alan; Wand, M. P. 36 2013 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 Asymptotics for general multivariate kernel density derivative estimators. Zbl 1214.62039 Chacón, José E.; Duong, Tarn; Wand, M. P. 41 2011 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 Asymptotic normality and valid inference for Gaussian variational approximation. Zbl 1231.62029 Hall, Peter; Pham, Tung; Wand, M. P.; Wang, S. S. J. 12 2011 Functional regression via variational Bayes. Zbl 1274.62200 Goldsmith, Jeff; Wand, Matt P.; Crainiceanu, Ciprian 12 2011 Using Infer.NET for statistical analyses. Zbl 06244069 Wang, S. S. J.; Wand, M. P. 4 2011 Generalized extreme value additive model analysis via mean field variational Bayes. Zbl 1334.62031 Neville, Sarah E.; Palmer, M. J.; Wand, M. P. 3 2011 Explaining variational approximations. Zbl 1200.65007 Ormerod, J. T.; Wand, M. P. 83 2010 Asymptotics and optimal bandwidth selection for highest density region estimation. Zbl 1189.62061 Samworth, R. J.; Wand, M. P. 23 2010 Marginal longitudinal semiparametric regression via penalized splines. Zbl 1190.62085 Kadiri, M. Al; Carroll, R. J.; Wand, M. P. 1 2010 Semiparametric regression during 2003–2007. Zbl 1326.62094 Ruppert, David; Wand, M. P.; Carroll, Raymond J. 49 2009 Robustness for general design mixed models using the \(t\)-distribution. Zbl 07257703 Staudenmayer, J.; Lake, E. E.; Wand, M. P. 6 2009 Highest density difference region estimation with application to flow cytometric data. Zbl 1442.62340 Duong, Tarn; Koch, Inge; Wand, M. P. 5 2009 Semiparametric regression and graphical models. Zbl 1334.62012 Wand, M. P. 4 2009 Explicit connections between longitudinal data analysis and kernel machines. Zbl 1326.62140 Pearce, N. D.; Wand, M. P. 4 2009 On semiparametric regression with O’Sullivan penalized splines. Zbl 1146.62030 Wand, M. P.; Ormerod, J. T. 55 2008 Feature significance for multivariate kernel density estimation. Zbl 1452.62265 Duong, Tarn; Cowling, Arianna; Koch, Inge; Wand, M. P. 26 2008 Quasi-Monte Carlo for highly structured generalised response models. Zbl 1234.62110 Kuo, F. Y.; Dunsmuir, W. T. M.; Sloan, I. H.; Wand, M. P.; Womersley, R. S. 11 2008 Mixed model-based additive models for sample extremes. Zbl 1317.62060 Padoan, S. A.; Wand, M. P. 8 2008 Generalised linear mixed model analysis via sequential Monte Carlo sampling. Zbl 1320.62178 Fan, Y.; Leslie, D. S.; Wand, M. P. 3 2008 Penalized spline support vector classifiers computational issues. Zbl 1223.62105 Ormerod, John T.; Wand, M. P.; Koch, Inge 2 2008 Fisher information for generalised linear mixed models. Zbl 1178.62075 Wand, M. P. 5 2007 General design Bayesian generalized linear mixed models. Zbl 1129.62063 Zhao, Y.; Staudenmayer, J.; Coull, B. A.; Wand, M. P. 46 2006 Exact likelihood ratio tests for penalised splines. Zbl 1068.62021 Crainiceanu, Ciprian; Ruppert, David; Claeskens, Gerda; Wand, M. P. 43 2005 Additive models with predictors subject to measurement error. Zbl 1134.62344 Ganguli, Bhaswati; Staudenmayer, John; Wand, M. P. 13 2005 Classifying antibodies using flow cytometry data: class prediction and class discovery. Zbl 1442.62602 Salganik, M. P.; Milford, E. L.; Hardie, D. L.; Shaw, S.; Wand, M. P. 1 2005 Generalized additive models for cancer mapping with incomplete covariates. Zbl 1096.62116 French, Jonathan L.; Wand, Matthew P. 7 2004 Comparison of feature significance quantile approximations. Zbl 1061.62066 Salganik, M. P.; Wand, M. P.; Lange, N. 1 2004 Semiparametric regression. Zbl 1038.62042 Ruppert, David; Wand, M. P.; Carroll, R. J. 737 2003 Geoadditive models. Zbl 1111.62346 Kammann, E. E.; Wand, M. P. 75 2003 Smoothing and mixed models. Zbl 1050.62049 Wand, M. P. 74 2003 Some theory for penalized spline generalized additive models. Zbl 1011.62040 Aerts, M.; Claeskens, G.; Wand, M. P. 17 2002 A general projection framework for constrained smoothing. Zbl 1059.62535 Mammen, E.; Marron, J. S.; Turlach, B. A.; Wand, M. P. 67 2001 Simple incorporation of interactions into additive models. Zbl 1209.62352 Coull, Brent A.; Ruppert, David; Wand, M. P. 27 2001 Incorparation of historical controls using semiparametric mixed models. Zbl 1021.62095 Parise, Helen; Wand, M. P.; Ruppert, David; Ryan, Louise 10 2001 Respiratory health and air pollution: additive mixed model analyses. Zbl 1154.62388 Coull, Brent A.; Schwartz, J.; Wand, M. P. 7 2001 A comparison of regression spline smoothing procedures. Zbl 1037.62038 Wand, M. P. 27 2000 Generalized additive distributed lag models: Quantifying mortality displacement. Zbl 0961.62106 Zanobetti, A.; Wand, M. P.; Schwartz, J.; Ryan, L. M. 15 2000 Negative binomial additive models. Zbl 1060.62673 Thurston, Sally W.; Wand, M. P.; Wiencke, John K. 9 2000 On the optimal amount of smoothing in penalised spline regression. Zbl 0943.62034 Wand, M. P. 22 1999 Local EM estimation of the hazard function for interval-censored data. Zbl 1059.62594 Betensky, Rebecca A.; Lindsey, Jane C.; Ryan, Louise M.; Wand, M. P. 14 1999 A central limit theorem for local polynomial backfitting estimators. Zbl 0962.62046 Wand, M. P. 9 1999 Understanding exponential smoothing via kernel regression. Zbl 0913.62040 Gijbels, I.; Pope, A.; Wand, M. P. 8 1999 Kriging with nonparametric variance function estimation. Zbl 1059.62746 Opsomer, J. D.; Ruppert, D.; Wand, M. P.; Holst, U.; Hössjer, O. 5 1999 Finite sample performance of deconvolving density estimators. Zbl 0886.62048 Wand, M. P. 23 1998 Bandwidth selection for local polynomial smoothing of multinomial data. Zbl 0922.62020 Augustyns, I.; Wand, M. P. 1 1998 Generalized partially linear single-index models. Zbl 0890.62053 Carroll, R. J.; Fan, Jianqing; Gijbels, Irène; Wand, M. P. 398 1997 Local polynomial variance-function estimation. Zbl 0891.62029 Ruppert, David; Wand, M. P.; Holst, Ulla; Hössjer, Ola 68 1997 Nonparametric autocovariance function estimation. Zbl 0899.62053 Hyndman, R. J.; Wand, M. P. 5 1997 Exact risk approaches to smoothing parameter selection. Zbl 0934.62034 Wand, M. P.; Gutierrez, R. G. 3 1997 On the accuracy of binned kernel density estimators. Zbl 0863.62036 Hall, Peter; Wand, M. P. 22 1996 Accuracy of binned kernel functional approximations. Zbl 0900.62195 González-Manteiga, W.; Sánchez-Sellero, C.; Wand, M. P. 5 1996 Kernel smoothing. Zbl 0854.62043 Wand, M. P.; Jones, M. C. 837 1995 An effective bandwidth selector for local least squares regression. Zbl 0868.62034 Ruppert, D.; Sheather, S. J.; Wand, M. P. 247 1995 Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. Zbl 0818.62036 Fan, Jianqing; Heckman, Nancy E.; Wand, M. P. 109 1995 A bandwidth selector for bivariate kernel regression. Zbl 0825.62446 Herrmann, Eva; Wand, M. P.; Engel, Joachim; Gasser, Theo 11 1995 Facts about the Gaussian probability density function. Zbl 0844.60007 Aldershof, B.; Marron, J. S.; Park, B. U.; Wand, M. P. 9 1995 Multivariate locally weighted least squares regression. Zbl 0821.62020 Ruppert, D.; Wand, M. P. 299 1994 Multivariate plug-in bandwidth selection. Zbl 0937.62055 Wand, M. P.; Jones, M. C. 86 1994 Comparison of smoothing parametrizations in bivariate kernel density estimation. Zbl 0775.62105 Wand, M. P.; Jones, M. C. 74 1993 How easy is a given density to estimate? Zbl 0937.62584 Wand, M. P.; Devroye, Luc 6 1993 On the effect of density shape on the performance of its kernel estimate. Zbl 0808.62033 Devroye, Luc; Wand, Matthew P. 2 1993 Exact mean integrated squared error. Zbl 0746.62040 Marron, J. S.; Wand, M. P. 262 1992 Error analysis for general multivariate kernel estimators. Zbl 1360.62141 Wand, M. P. 18 1992 Correcting for kurtosis in density estimation. Zbl 0751.62019 Ruppert, D.; Wand, M. P. 6 1992 Asymptotic effectiveness of some higher order kernels. Zbl 0746.62038 Jones, M. C.; Wand, M. P. 2 1992 Transformations in density estimation. (With discussions). Zbl 0742.62046 Wand, M. P.; Marron, J. S.; Ruppert, D. 72 1991 Semiparametric estimation in logistic measurement error models. Zbl 0800.62220 Carroll, R. J.; Wand, M. P. 53 1991 Bandwidth choice for density derivatives. Zbl 0699.62036 Härdle, Wolfgang; Marron, J. S.; Wand, M. P. 22 1990 On exact \(L_ 1\) rates of convergence in non-parametric kernel regression. Zbl 0743.62030 Wand, Matthew P. 3 1990 Minimizing \(L_ 1\) distance in nonparametric density estimation. Zbl 0673.62030 Hall, Peter; Wand, Matthew P. 24 1988 On nonparametric discrimination using density differences. Zbl 0651.62029 Hall, Peter; Wand, Matthew P. 14 1988 On the minimization of absolute distance in kernel density estimation. Zbl 0629.62037 Hall, Peter; Wand, Matthew P. 4 1988 all cited Publications top 5 cited Publications all top 5 Cited by 4,502 Authors 51 Wand, Matthew P. 37 Liang, Hua 37 Zhang, Riquan 35 Hall, Peter Gavin 34 Kneib, Thomas 30 Huang, Zhensheng 30 Kauermann, Goran 27 Zhang, Jun 26 Lian, Heng 25 Carroll, Raymond James 25 Park, Byeong Uk 22 Gijbels, Irène 22 Ruppert, David 22 Wang, Qihua 22 Zhu, Lixing 21 Jones, Michael Chris 21 Nott, David John 20 Crăiniceanu, Ciprian-Mugur 19 Hazelton, Martin L. 19 Tutz, Gerhard E. 17 Cao, Ricardo 17 Zhou, Yong 16 Bouzebda, Salim 16 Chacón, José E. 16 Fan, Jianqing 16 Marron, James Stephen 16 Naito, Kanta 15 Coull, Brent A. 15 Dette, Holger 15 Durban, Maria 15 Francisco-Fernandez, Mario 15 Nielsen, Jens Perch 15 Opsomer, Jean-Didier 14 Aerts, Marc 14 Delaigle, Aurore 14 Eilers, Paul H. C. 14 Li, Qi 14 Ormerod, John T. 14 Xue, Liugen 13 González-Manteiga, Wenceslao 13 Härdle, Wolfgang Karl 13 Li, Gaorong 13 Mammen, Enno 13 Marra, Giampiero 13 Sperlich, Stefan 13 Tenreiro, Carlos 12 Claeskens, Gerda 12 Kakizawa, Yoshihide 12 Lee, Thomas C. M. 12 Li, Runze 12 Lin, Huazhen 12 Lin, Lu 12 Linton, Oliver Bruce 12 Shang, Han Lin 12 Wang, Suojin 11 Klein, Nadja 11 Lang, Stefan M. 11 Li, Chin-Shang 11 Li, Degui 11 Lu, Xuewen 11 Slaoui, Yousri 11 Zhang, Wenyang 11 Zhu, Zhongyi 10 Ahmad, Ibrahim A. 10 Birch, Jeffrey B. 10 Cheng, Ming-Yen 10 Duong, Tarn 10 Feng, Zhenghui 10 Geenens, Gery 10 Greven, Sonja 10 Holmström, Lasse 10 Martins-Filho, Carlos 10 van Es, Bert 10 Van Keilegom, Ingrid 10 Xia, Yingcun 10 Yu, Keming 10 Zhao, Weihua 9 Cai, Tianxi 9 Karunamuni, Rohana J. 9 Kim, Inyoung 9 Lai, Peng 9 Meyer, Mary C. 9 Molenberghs, Geert 9 Müller, Hans-Georg 9 Radice, Rosalba 9 Tan, Linda S. L. 9 Turlach, Berwin A. 9 Yu, Yan 9 Zhou, Haibo 8 Bagkavos, Dimitrios 8 Cai, Zongwu 8 Crujeiras, Rosa María 8 Feng, Yuanhua 8 Gugushvili, Shota 8 Guillen, Montserrat 8 Janssen, Paul 8 Lee, Dae-Jin 8 Li, Yehua 8 Lu, Zudi 8 Ma, Shujie ...and 4,402 more Authors all top 5 Cited in 268 Serials 281 Computational Statistics and Data Analysis 171 Journal of Multivariate Analysis 170 Journal of Nonparametric Statistics 136 Journal of Statistical Planning and Inference 118 Statistics & Probability Letters 113 The Annals of Statistics 107 Communications in Statistics. Theory and Methods 101 Biometrics 95 Journal of Statistical Computation and Simulation 90 Journal of Econometrics 82 Electronic Journal of Statistics 82 Statistics and Computing 72 Communications in Statistics. 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Series A 6 Journal of Computational Physics 6 Machine Learning 6 Stochastic Processes and their Applications 6 Statistical Inference for Stochastic Processes 6 Methodology and Computing in Applied Probability 6 Advances in Data Analysis and Classification. ADAC 6 Journal of Probability and Statistics 6 Dependence Modeling 5 The American Statistician 5 Mathematical Biosciences 5 Automatica 5 Journal of Mathematical Psychology 5 American Journal of Mathematical and Management Sciences 5 Journal of Classification 5 Journal of Economic Dynamics & Control 5 Applied Mathematical Modelling 5 Mathematical Problems in Engineering 5 The Econometrics Journal 5 Extremes 5 Quantitative Finance 5 Statistical Applications in Genetics and Molecular Biology 4 Kybernetika 4 Metron 4 Moscow University Computational Mathematics and Cybernetics 4 Probability Theory and Related Fields 4 Journal of Complexity 4 Mathematical and Computer Modelling 4 Neural Computation 4 SIAM Journal on Scientific Computing 4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 4 Abstract and Applied Analysis 4 Journal of Inequalities and Applications 4 Studies in Nonlinear Dynamics and Econometrics ...and 168 more Serials all top 5 Cited in 43 Fields 3,119 Statistics (62-XX) 604 Numerical analysis (65-XX) 164 Probability theory and stochastic processes (60-XX) 142 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 99 Computer science (68-XX) 91 Biology and other natural sciences (92-XX) 45 Operations research, mathematical programming (90-XX) 34 Information and communication theory, circuits (94-XX) 29 Geophysics (86-XX) 29 Systems theory; control (93-XX) 25 Harmonic analysis on Euclidean spaces (42-XX) 19 Approximations and expansions (41-XX) 10 Partial differential equations (35-XX) 10 Mechanics of deformable solids (74-XX) 8 Functional analysis (46-XX) 8 Fluid mechanics (76-XX) 8 Astronomy and astrophysics (85-XX) 7 Statistical mechanics, structure of matter (82-XX) 6 Special functions (33-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Ordinary differential equations (34-XX) 5 Dynamical systems and ergodic theory (37-XX) 5 Operator theory (47-XX) 5 Optics, electromagnetic theory (78-XX) 4 Combinatorics (05-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Quantum theory (81-XX) 2 Real functions (26-XX) 2 Measure and integration (28-XX) 2 Classical thermodynamics, heat transfer (80-XX) 2 Relativity and gravitational theory (83-XX) 2 Mathematics education (97-XX) 1 General and overarching topics; collections (00-XX) 1 Number theory (11-XX) 1 Group theory and generalizations (20-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Abstract harmonic analysis (43-XX) 1 Integral transforms, operational calculus (44-XX) 1 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 Algebraic topology (55-XX) 1 Manifolds and cell complexes (57-XX) Citations by Year