Edit Profile (opens in new tab) Bondell, Howard D. Co-Author Distance Author ID: bondell.howard-d Published as: Bondell, Howard D.; Bondell, Howard External Links: MGP Documents Indexed: 40 Publications since 2005 Co-Authors: 43 Co-Authors with 36 Joint Publications 1,519 Co-Co-Authors all top 5 Co-Authors 4 single-authored 12 Reich, Brian James 2 Ghosh, Sujit Kumar 2 Hui, Francis K. C. 2 Huque, Md Hamidul 2 Kong, Dehan 2 Krishna, Arun 2 Li, Lexin 2 Ryan, Louise Marie 2 Wang, Huixia Judy 2 Wu, Yichao 2 Yu, Weichang 2 Zhang, Yan Dora 1 Azizi, Lamiae 1 Bandyopadhyay, Dipankar 1 Carroll, Raymond James 1 Guindani, Michele 1 Guo, Yiping 1 James, Nick 1 Jiang, Liewen 1 Li, Qiwei 1 Li, Rui 1 Liu, Aiyi 1 Menzies, Max 1 Naughton, Brian P. 1 Neely, Megan L. 1 Ouyang, Jiangrong 1 Post, Justin B. 1 Rubinstein, Benjamin I. P. 1 Schisterman, Enrique F. 1 Stefanski, Leonard A. 1 Storlie, Curtis B. 1 Su, Lin 1 Tian, Yiqing 1 Tordesillas, Antoinette A. 1 Tzeng, Jung-Ying 1 Vannucci, Marina 1 Wade, Sara 1 Wang, Huixia 1 Wilson, Alyson G. 1 Zhang, Hao Helen 1 Zhang, Yan 1 Zhao, Yaqing 1 Zhou, Shuo all top 5 Serials 8 Biometrics 5 Computational Statistics and Data Analysis 4 Journal of the American Statistical Association 3 Biometrika 2 Journal of Statistical Planning and Inference 2 Communications in Statistics. Theory and Methods 2 Statistica Sinica 2 Statistical Analysis and Data Mining 1 The American Statistician 1 Physica D 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Biostatistics 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing 1 Bayesian Analysis 1 Environmetrics all top 5 Fields 39 Statistics (62-XX) 7 Numerical analysis (65-XX) 3 Computer science (68-XX) 2 Biology and other natural sciences (92-XX) 1 Probability theory and stochastic processes (60-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 31 Publications have been cited 517 times in 476 Documents Cited by ▼ Year ▼ Noncrossing quantile regression curve estimation. Zbl 1204.62061 Bondell, Howard D.; Reich, Brian J.; Wang, Huixia 81 2010 Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR. Zbl 1146.62051 Bondell, Howard D.; Reich, Brian J. 80 2008 Joint variable selection for fixed and random effects in linear mixed-effects models. Zbl 1233.62134 Bondell, Howard D.; Krishna, Arun; Ghosh, Sujit K. 75 2010 Flexible Bayesian quantile regression for independent and clustered data. Zbl 1437.62589 Reich, Brian J.; Bondell, Howard D.; Wang, Huixia J. 33 2010 Simultaneous factor selection and collapsing levels in ANOVA. Zbl 1159.62048 Bondell, Howard D.; Reich, Brian J. 32 2009 Surface estimation, variable selection, and the nonparametric oracle property. Zbl 1214.62044 Storlie, Curtis B.; Bondell, Howard D.; Reich, Brian J.; Zhang, Hao Helen 31 2011 Shrinkage inverse regression estimation for model-free variable selection. Zbl 05691142 Bondell, Howard D.; Li, Lexin 29 2009 Consistent high-dimensional Bayesian variable selection via penalized credible regions. Zbl 1258.62026 Bondell, Howard D.; Reich, Brian J. 28 2012 Minimum distance estimation for the logistic regression model. Zbl 1152.62324 Bondell, Howard D. 14 2005 Interquantile shrinkage and variable selection in quantile regression. Zbl 1471.62098 Jiang, Liewen; Bondell, Howard D.; Wang, Huixia Judy 14 2014 Fully efficient robust estimation, outlier detection and variable selection via penalized regression. Zbl 1390.62119 Kong, Dehan; Bondell, Howard D.; Wu, Yichao 13 2018 Sufficient dimension reduction via Bayesian mixture modeling. Zbl 1226.62023 Reich, Brian J.; Bondell, Howard D.; Li, Lexin 12 2011 Bayesian variable selection using an adaptive powered correlation prior. Zbl 1162.62017 Krishna, Arun; Bondell, Howard D.; Ghosh, Sujit K. 10 2009 A characteristic function approach to the biased sampling model, with application to robust logistic regression. Zbl 1133.62020 Bondell, Howard D. 8 2008 Efficient robust regression via two-stage generalized empirical likelihood. Zbl 06195967 Bondell, Howard D.; Stefanski, Leonard A. 8 2013 Testing goodness-of-fit in logistic case-control studies. Zbl 1132.62020 Bondell, Howard D. 7 2007 Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. Zbl 1407.62272 Zhang, Yan; Bondell, Howard D. 7 2018 A spatial Dirichlet process mixture model for clustering population genetics data. Zbl 1217.62187 Reich, Brian J.; Bondell, Howard D. 5 2011 A nonparametric spatial model for periodontal data with nonrandom missingness. Zbl 06224968 Reich, Brian J.; Bandyopadhyay, Dipankar; Bondell, Howard D. 5 2013 Factor selection and structural identification in the interaction ANOVA model. Zbl 1272.62078 Post, Justin B.; Bondell, Howard D. 4 2013 Bayesian regression using a prior on the model fit: the R2-D2 shrinkage prior. Zbl 1507.62266 Zhang, Yan Dora; Naughton, Brian P.; Bondell, Howard D.; Reich, Brian J. 3 2022 Statistical inference based on pooled data: A moment-based estimating equation approach. Zbl 1119.62326 Bondell, Howard D.; Liu, Aiyi; Schisterman, Enrique F. 2 2007 On robust and efficient estimation of the center of symmetry. Zbl 1318.62108 Bondell, Howard D. 2 2008 Solution paths for the generalized Lasso with applications to spatially varying coefficients regression. Zbl 1507.62210 Zhao, Yaqing; Bondell, Howard 2 2020 On the impact of covariate measurement error on spatial regression modelling. Zbl 1525.62143 Huque, Md Hamidul; Bondell, Howard D.; Ryan, Louise 2 2014 Spatial regression with covariate measurement error: a semiparametric approach. Zbl 1390.62271 Huque, Md Hamidul; Bondell, Howard D.; Carroll, Raymond J.; Ryan, Louise M. 2 2016 Deep distribution regression. Zbl 1510.62059 Li, Rui; Reich, Brian J.; Bondell, Howard D. 2 2021 Comparing the dynamics of COVID-19 infection and mortality in the United States, India, and Brazil. Zbl 1486.92237 James, Nick; Menzies, Max; Bondell, Howard 2 2022 Domain selection for the varying coefficient model via local polynomial regression. Zbl 1507.62093 Kong, Dehan; Bondell, Howard D.; Wu, Yichao 2 2015 Early identification of an impending rockslide location via a spatially-aided Gaussian mixture model. Zbl 1446.62334 Zhou, Shuo; Bondell, Howard; Tordesillas, Antoinette; Rubinstein, Benjamin I. P.; Bailey, James 1 2020 A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. Zbl 07260723 Li, Qiwei; Guindani, Michele; Reich, Brian J.; Bondell, Howard D.; Vannucci, Marina 1 2017 Bayesian regression using a prior on the model fit: the R2-D2 shrinkage prior. Zbl 1507.62266 Zhang, Yan Dora; Naughton, Brian P.; Bondell, Howard D.; Reich, Brian J. 3 2022 Comparing the dynamics of COVID-19 infection and mortality in the United States, India, and Brazil. Zbl 1486.92237 James, Nick; Menzies, Max; Bondell, Howard 2 2022 Deep distribution regression. Zbl 1510.62059 Li, Rui; Reich, Brian J.; Bondell, Howard D. 2 2021 Solution paths for the generalized Lasso with applications to spatially varying coefficients regression. Zbl 1507.62210 Zhao, Yaqing; Bondell, Howard 2 2020 Early identification of an impending rockslide location via a spatially-aided Gaussian mixture model. Zbl 1446.62334 Zhou, Shuo; Bondell, Howard; Tordesillas, Antoinette; Rubinstein, Benjamin I. P.; Bailey, James 1 2020 Fully efficient robust estimation, outlier detection and variable selection via penalized regression. Zbl 1390.62119 Kong, Dehan; Bondell, Howard D.; Wu, Yichao 13 2018 Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors. Zbl 1407.62272 Zhang, Yan; Bondell, Howard D. 7 2018 A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. Zbl 07260723 Li, Qiwei; Guindani, Michele; Reich, Brian J.; Bondell, Howard D.; Vannucci, Marina 1 2017 Spatial regression with covariate measurement error: a semiparametric approach. Zbl 1390.62271 Huque, Md Hamidul; Bondell, Howard D.; Carroll, Raymond J.; Ryan, Louise M. 2 2016 Domain selection for the varying coefficient model via local polynomial regression. Zbl 1507.62093 Kong, Dehan; Bondell, Howard D.; Wu, Yichao 2 2015 Interquantile shrinkage and variable selection in quantile regression. Zbl 1471.62098 Jiang, Liewen; Bondell, Howard D.; Wang, Huixia Judy 14 2014 On the impact of covariate measurement error on spatial regression modelling. Zbl 1525.62143 Huque, Md Hamidul; Bondell, Howard D.; Ryan, Louise 2 2014 Efficient robust regression via two-stage generalized empirical likelihood. Zbl 06195967 Bondell, Howard D.; Stefanski, Leonard A. 8 2013 A nonparametric spatial model for periodontal data with nonrandom missingness. Zbl 06224968 Reich, Brian J.; Bandyopadhyay, Dipankar; Bondell, Howard D. 5 2013 Factor selection and structural identification in the interaction ANOVA model. Zbl 1272.62078 Post, Justin B.; Bondell, Howard D. 4 2013 Consistent high-dimensional Bayesian variable selection via penalized credible regions. Zbl 1258.62026 Bondell, Howard D.; Reich, Brian J. 28 2012 Surface estimation, variable selection, and the nonparametric oracle property. Zbl 1214.62044 Storlie, Curtis B.; Bondell, Howard D.; Reich, Brian J.; Zhang, Hao Helen 31 2011 Sufficient dimension reduction via Bayesian mixture modeling. Zbl 1226.62023 Reich, Brian J.; Bondell, Howard D.; Li, Lexin 12 2011 A spatial Dirichlet process mixture model for clustering population genetics data. Zbl 1217.62187 Reich, Brian J.; Bondell, Howard D. 5 2011 Noncrossing quantile regression curve estimation. Zbl 1204.62061 Bondell, Howard D.; Reich, Brian J.; Wang, Huixia 81 2010 Joint variable selection for fixed and random effects in linear mixed-effects models. Zbl 1233.62134 Bondell, Howard D.; Krishna, Arun; Ghosh, Sujit K. 75 2010 Flexible Bayesian quantile regression for independent and clustered data. Zbl 1437.62589 Reich, Brian J.; Bondell, Howard D.; Wang, Huixia J. 33 2010 Simultaneous factor selection and collapsing levels in ANOVA. Zbl 1159.62048 Bondell, Howard D.; Reich, Brian J. 32 2009 Shrinkage inverse regression estimation for model-free variable selection. Zbl 05691142 Bondell, Howard D.; Li, Lexin 29 2009 Bayesian variable selection using an adaptive powered correlation prior. Zbl 1162.62017 Krishna, Arun; Bondell, Howard D.; Ghosh, Sujit K. 10 2009 Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR. Zbl 1146.62051 Bondell, Howard D.; Reich, Brian J. 80 2008 A characteristic function approach to the biased sampling model, with application to robust logistic regression. Zbl 1133.62020 Bondell, Howard D. 8 2008 On robust and efficient estimation of the center of symmetry. Zbl 1318.62108 Bondell, Howard D. 2 2008 Testing goodness-of-fit in logistic case-control studies. Zbl 1132.62020 Bondell, Howard D. 7 2007 Statistical inference based on pooled data: A moment-based estimating equation approach. Zbl 1119.62326 Bondell, Howard D.; Liu, Aiyi; Schisterman, Enrique F. 2 2007 Minimum distance estimation for the logistic regression model. Zbl 1152.62324 Bondell, Howard D. 14 2005 all cited Publications top 5 cited Publications all top 5 Cited by 989 Authors 14 Lian, Heng 13 Tutz, Gerhard E. 13 Zhu, Lixing 11 Bondell, Howard D. 11 Reich, Brian James 7 Kneib, Thomas 7 Yu, Keming 7 Zhu, Zhongyi 6 Alhamzawi, Rahim 6 Fuentes, Montserrat 6 Wang, Tao 6 Zhao, Weihua 5 Arslan, Olcay 5 Ghosal, Subhashis 5 Tang, Niansheng 5 Wang, Huixia Judy 5 Xu, Peirong 5 Yu, Zhou 4 Bang, Sungwan 4 Cai, Yuzhi 4 Choi, Hosik 4 He, Xuming 4 Jeon, Jong-June 4 Lee, Thomas C. M. 4 Li, Lexin 4 Müller, Samuel 4 Oelker, Margret-Ruth 4 Ozdemir, Senay 4 Pan, Jianxin 4 Shang, Junfeng 4 Smith, Luke B. 4 Wen, Xuerong Meggie 3 Arashi, Mohammad 3 Banerjee, Trambak 3 Bianco, Ana M. 3 Bühlmann, Peter 3 Bürkner, Paul-Christian 3 Dunson, David Brian 3 Gertheiss, Jan 3 Gijbels, Irène 3 Giordano, Francesco 3 Hui, Francis K. C. 3 Ji, Yonggang 3 Koo, Ja-Yong 3 Liu, Yufeng 3 Mukherjee, Gourab 3 Narisetty, Naveen Naidu 3 Page, Garritt L. 3 Pan, Wei 3 Qin, Guoyou 3 Schauberger, Gunther 3 Shen, Xiaotong 3 Tang, Yanlin 3 Wang, Qin 3 Welsh, Alan H. 3 Yang, Mingan 3 Yi, Grace Yun 2 Ahmed, Zaheer 2 Ali, Haithem Taha Mohammad 2 Amato, Umberto 2 Ando, Tomohiro 2 Andriyana, Y. 2 Antoniadis, Anestis 2 Bach, Francis R. 2 Bandyopadhyay, Dipankar 2 Berger, Moritz 2 Boente, Graciela 2 Cassese, Alberto 2 Chakraborty, Sounak 2 Charalambous, Christiana 2 Chen, Fei 2 Cho, Hyungjun 2 Ciuperca, Gabriela 2 Croux, Christophe 2 Curtis, S. McKay 2 Das, Priyam 2 De Feis, Italia 2 Dong, Yuexiao 2 Dortet-Bernadet, Jean-Luc 2 Dutta, Shantanu 2 El Adlouni, Salaheddine 2 Eskandari, Farzad 2 Fahrmeir, Ludwig 2 Fan, Yanan 2 Fan, Zengyan 2 Farcomeni, Alessio 2 Fu, Liya 2 Ghosh, Abhik 2 Ghosh, Samiran 2 Ghosh, Sujit Kumar 2 Groll, Andreas 2 Haesbroeck, Gentiane 2 Härdle, Wolfgang Karl 2 Herring, Amy H. 2 Huang, Hsin-Cheng 2 Huang, Jianhua Z. 2 Ibrahim, Joseph George 2 Jhong, Jae-Hwan 2 Jhun, Myoungshic Jhun 2 Jiang, Yunlu ...and 889 more Authors all top 5 Cited in 96 Serials 44 Computational Statistics and Data Analysis 25 Biometrics 21 Statistics and Computing 20 Journal of the American Statistical Association 20 Journal of Multivariate Analysis 18 Journal of Statistical Planning and Inference 16 Communications in Statistics. Simulation and Computation 15 The Annals of Applied Statistics 14 The Annals of Statistics 14 Journal of Applied Statistics 13 Journal of Statistical Computation and Simulation 13 Electronic Journal of Statistics 11 Communications in Statistics. Theory and Methods 9 Journal of Econometrics 9 Statistica Sinica 9 Statistical Modelling 9 Journal of Computational and Graphical Statistics 8 Journal of Nonparametric Statistics 8 AStA. Advances in Statistical Analysis 8 Bayesian Analysis 7 Annals of the Institute of Statistical Mathematics 7 Statistics 7 Statistical Methods and Applications 6 The Canadian Journal of Statistics 6 Statistics & Probability Letters 6 Advances in Data Analysis and Classification. ADAC 6 Journal of Agricultural, Biological, and Environmental Statistics 4 Scandinavian Journal of Statistics 4 Biometrical Journal 4 Australian & New Zealand Journal of Statistics 4 Journal of Probability and Statistics 3 Information Sciences 3 International Statistical Review 3 Statistical Science 3 Economics Letters 3 Computational Statistics 3 Bernoulli 3 Journal of the Korean Statistical Society 3 Journal of Statistical Theory and Practice 3 Science China. Mathematics 3 Sankhyā. Series B 3 Statistical Theory and Related Fields 3 SIAM Journal on Mathematics of Data Science 3 Environmetrics 2 The American Statistician 2 Metrika 2 Psychometrika 2 Journal of Computational and Applied Mathematics 2 Econometric Reviews 2 European Journal of Operational Research 2 Test 2 INFORMS Journal on Computing 2 Acta Mathematica Sinica. English Series 2 Computational Geosciences 2 Brazilian Journal of Probability and Statistics 2 Quantitative Finance 2 Journal of Systems Science and Complexity 2 Journal of Machine Learning Research (JMLR) 2 Statistical Methodology 2 Journal of the Japan Statistical Society. Japanese Issue 1 Applicable Analysis 1 Journal of Computational Physics 1 Physica A 1 Automatica 1 Kybernetika 1 Metron 1 Statistica Neerlandica 1 Insurance Mathematics & Economics 1 Probability and Mathematical Statistics 1 Journal of Classification 1 Sequential Analysis 1 Constructive Approximation 1 Journal of Economic Dynamics & Control 1 Annals of Operations Research 1 Machine Learning 1 Neural Computation 1 Journal of Global Optimization 1 SIAM Journal on Optimization 1 Statistical Papers 1 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 1 Extremes 1 Biostatistics 1 Statistical Applications in Genetics and Molecular Biology 1 Computational & Mathematical Methods in Medicine 1 Statistical Analysis and Data Mining 1 Foundations and Trends in Econometrics 1 Mathematical Geosciences 1 Set-Valued and Variational Analysis 1 Statistics Surveys 1 Science China. Information Sciences 1 Journal of Business and Economic Statistics 1 Journal of the Operations Research Society of China 1 Journal of Statistical Distributions and Applications 1 Statistics in Medicine 1 Computational and Mathematical Biophysics 1 OJMO. Open Journal of Mathematical Optimization all top 5 Cited in 18 Fields 452 Statistics (62-XX) 51 Numerical analysis (65-XX) 16 Computer science (68-XX) 16 Operations research, mathematical programming (90-XX) 12 Biology and other natural sciences (92-XX) 10 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Geophysics (86-XX) 6 Probability theory and stochastic processes (60-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Fluid mechanics (76-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Ordinary differential equations (34-XX) 1 Approximations and expansions (41-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Astronomy and astrophysics (85-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year