Edit Profile (opens in new tab) Higdon, Dave M. Co-Author Distance Author ID: higdon.dave-m Published as: Higdon, Dave; Higdon, Dave M. Documents Indexed: 15 Publications since 2001 1 Further Contribution Co-Authors: 34 Co-Authors with 13 Joint Publications 501 Co-Co-Authors all top 5 Co-Authors 2 single-authored 3 Gattiker, James R. 3 Williams, Brian J. 2 Lee, Herbert K. H. 1 Bi, Zhuoxin 1 Bingham, Derek R. 1 Brown, D. Andrew 1 Cafeo, John A. 1 Calder, Catherine A. 1 Caragea, Petruţa C. 1 Cavendish, James C. 1 Chen, Jiangzhuo 1 Dean, Angela M. 1 Del Valle, Sara Y. 1 Fadikar, Arindam 1 Filippone, Maurizio 1 Gattiker, Jim 1 Gramacy, Robert B. 1 Guadagnini, Alberto 1 Guadagnini, Laura 1 Harari, Ofir 1 Hickmann, Kyle S. 1 Holloman, Christopher H. 1 Keller-McNulty, Sallie 1 Kennedy, Marc C. 1 Lewis, Bryan W. 1 Marathe, Madhav V. 1 Marmin, Sébastien 1 McKay, Michael D. 1 Moore, Leslie M. 1 Morris, Max D. 1 Nakhleh, Charles W. 1 O’Hagan, Anthony 1 Osthus, Dave 1 Rightley, Maria 1 Ryne, Robert D. 1 Sauer, Annie 1 Short, Margaret B. 1 Tartakovsky, Daniel M. 1 Venkatramanan, Srinivasan 1 Walsh, Stephen J. 1 Yamamoto, Steve all top 5 Serials 4 Bayesian Analysis 2 Journal of the American Statistical Association 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of Statistical Planning and Inference 1 IEEE Transactions on Signal Processing 1 Test 1 SIAM Journal on Scientific Computing 1 Statistica Sinica 1 Statistical Modelling 1 The Annals of Applied Statistics 1 SIAM/ASA Journal on Uncertainty Quantification all top 5 Fields 16 Statistics (62-XX) 4 Probability theory and stochastic processes (60-XX) 3 Geophysics (86-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Numerical analysis (65-XX) 1 Computer science (68-XX) 1 Fluid mechanics (76-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 13 Publications have been cited 367 times in 303 Documents Cited by ▼ Year ▼ Computer model calibration using high-dimensional output. Zbl 1469.62414 Higdon, Dave; Gattiker, James; Williams, Brian; Rightley, Maria 127 2008 Combining field data and computer simulations for calibration and prediction. Zbl 1072.62018 Higdon, Dave; Kennedy, Marc; Cavendish, James C.; Cafeo, John A.; Ryne, Robert D. 89 2004 Space and space-time modeling using process convolutions. Zbl 1255.86016 Higdon, Dave 69 2002 A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information. Zbl 1369.62047 Higdon, Dave; Lee, Herbert; Bi, Zhuoxin 19 2002 A Bayesian calibration approach to the thermal problem. Zbl 1388.80005 Higdon, Dave; Nakhleh, Charles; Gattiker, James; Williams, Brian 17 2008 Forecasting seasonal influenza with a state-space SIR model. Zbl 1366.62236 Osthus, Dave; Hickmann, Kyle S.; Caragea, Petruţa C.; Higdon, Dave; Del Valle, Sara Y. 14 2017 Combining experimental data and computer simulations, with an application to flyer plate experiments. Zbl 1331.62508 Williams, Brian; Higdon, Dave; Gattiker, Jim; Moore, Leslie; McKay, Michael; Keller-McNulty, Sallie 12 2006 Efficient models for correlated data via convolutions of intrinsic processes. Zbl 1071.62089 Lee, Herbert K. H.; Higdon, Dave M.; Calder, Catherine A.; Holloman, Christopher H. 8 2005 Computer experiments: prediction accuracy, sample size and model complexity revisited. Zbl 1390.62156 Harari, Ofir; Bingham, Derek; Dean, Angela; Higdon, Dave 5 2018 Calibrating a stochastic, agent-based model using quantile-based emulation. Zbl 1409.62111 Fadikar, Arindam; Higdon, Dave; Chen, Jiangzhuo; Lewis, Bryan; Venkatramanan, Srinivasan; Marathe, Madhav 5 2018 Comments on Goldstein and Rougier. Zbl 1284.62178 Morris, Max D.; Higdon, Dave 1 2009 Comments on: A general science-based framework for dynamical spatio-temporal models. Zbl 1203.37138 Higdon, Dave 1 2010 Deep Gaussian processes for calibration of computer models (with discussion). Zbl 07810153 Marmin, Sébastien; Filippone, Maurizio 1 2022 Deep Gaussian processes for calibration of computer models (with discussion). Zbl 07810153 Marmin, Sébastien; Filippone, Maurizio 1 2022 Computer experiments: prediction accuracy, sample size and model complexity revisited. Zbl 1390.62156 Harari, Ofir; Bingham, Derek; Dean, Angela; Higdon, Dave 5 2018 Calibrating a stochastic, agent-based model using quantile-based emulation. Zbl 1409.62111 Fadikar, Arindam; Higdon, Dave; Chen, Jiangzhuo; Lewis, Bryan; Venkatramanan, Srinivasan; Marathe, Madhav 5 2018 Forecasting seasonal influenza with a state-space SIR model. Zbl 1366.62236 Osthus, Dave; Hickmann, Kyle S.; Caragea, Petruţa C.; Higdon, Dave; Del Valle, Sara Y. 14 2017 Comments on: A general science-based framework for dynamical spatio-temporal models. Zbl 1203.37138 Higdon, Dave 1 2010 Comments on Goldstein and Rougier. Zbl 1284.62178 Morris, Max D.; Higdon, Dave 1 2009 Computer model calibration using high-dimensional output. Zbl 1469.62414 Higdon, Dave; Gattiker, James; Williams, Brian; Rightley, Maria 127 2008 A Bayesian calibration approach to the thermal problem. Zbl 1388.80005 Higdon, Dave; Nakhleh, Charles; Gattiker, James; Williams, Brian 17 2008 Combining experimental data and computer simulations, with an application to flyer plate experiments. Zbl 1331.62508 Williams, Brian; Higdon, Dave; Gattiker, Jim; Moore, Leslie; McKay, Michael; Keller-McNulty, Sallie 12 2006 Efficient models for correlated data via convolutions of intrinsic processes. Zbl 1071.62089 Lee, Herbert K. H.; Higdon, Dave M.; Calder, Catherine A.; Holloman, Christopher H. 8 2005 Combining field data and computer simulations for calibration and prediction. Zbl 1072.62018 Higdon, Dave; Kennedy, Marc; Cavendish, James C.; Cafeo, John A.; Ryne, Robert D. 89 2004 Space and space-time modeling using process convolutions. Zbl 1255.86016 Higdon, Dave 69 2002 A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information. Zbl 1369.62047 Higdon, Dave; Lee, Herbert; Bi, Zhuoxin 19 2002 all cited Publications top 5 cited Publications all top 5 Cited by 752 Authors 8 Gramacy, Robert B. 7 Gu, Mengyang 7 Hooten, Mevin B. 7 Wu, Chien-Fu Jeff 6 Banerjee, Sudipto 6 Tuo, Rui 6 Wikle, Christopher K. 5 Bingham, Derek R. 5 Drignei, Dorin 5 Finley, Andrew O. 5 Higdon, Dave M. 5 Stuart, Andrew M. 5 Sung, Chih-Li 4 Haran, Murali 4 Koutsourelakis, Phaedon-Stelios 4 Lin, Guang 4 Ranjan, Pritam 4 Vernon, Ian 4 Zabaras, Nicholas J. 3 Barbillon, Pierre 3 Berrett, Candace 3 Calder, Catherine A. 3 Dean, Angela M. 3 Fiechter, Jerome 3 Genton, Marc G. 3 Girolami, Mark A. 3 Grosskopf, Michael J. 3 Guan, Yawen 3 Heaton, Matthew J. 3 Herbei, Radu 3 Hwang, Youngdeok 3 Jackson, Samuel E. 3 Johnson, Leah R. 3 Katzfuss, Matthias 3 Konomi, Bledar A. 3 Lan, Shiwei 3 Leeds, William B. 3 Lindgren, Finn 3 Mallick, Bani K. 3 Marzouk, Youssef M. 3 Plumlee, Matthew 3 Reich, Brian James 3 Salter, James M. 3 Santner, Thomas J. 3 Villa, Umberto E. 3 Wang, Yan 3 Williams, Brian J. 3 Williamson, Daniel B. 3 Xing, Weiwei 2 Apley, Daniel W. 2 Asher, Taylor G. 2 Berger, James Orvis 2 Bilionis, Ilias 2 Binois, Mickaël 2 Bolin, David 2 Chakraborty, Avishek 2 Challenor, Peter G. 2 Chen, Wei 2 Choi, Han-Lim 2 Cirak, Fehmi 2 Cressie, Noel A. C. 2 Cui, Tiangang 2 Diggle, Peter John 2 Drake, R. Paul 2 Dunlop, Matthew M. 2 Fadikar, Arindam 2 Fairbanks, Hillary R. 2 Ferreira, Marco A. R. 2 Francom, Devin 2 García-Donato, Gonzalo 2 Gattiker, James R. 2 Gelfand, Alan Enoch 2 Gladish, Daniel W. 2 Gopalan, Giri 2 Guinness, Joseph 2 Gunzburger, Max D. 2 Haaland, Benjamin 2 Higdon, David M. 2 Holloway, James Paul 2 Huang, Jianhua Z. 2 Huerta, Gabriel 2 Huser, Raphaël 2 Ji, Chunlin 2 Jin, Bangti 2 Jun, Mikyoung 2 Karagiannis, Georgios A. 2 Kejzlar, Vojtech 2 Keller, Klaus 2 Kirby, Robert M. II 2 Kleijnen, Jack P. C. 2 Kuranz, Carolyn C. 2 Lawrence, Earl 2 Lawson, Andrew B. 2 Leatherman, Erin R. 2 Lee, Herbert K. H. 2 Li, Shuyi 2 Lin, Chunfang Devon 2 Liu, Fei 2 Loeppky, Jason L. 2 Mahadevan, Sankaran ...and 652 more Authors all top 5 Cited in 86 Serials 33 SIAM/ASA Journal on Uncertainty Quantification 27 The Annals of Applied Statistics 24 Journal of Computational Physics 21 Computer Methods in Applied Mechanics and Engineering 16 Journal of Agricultural, Biological, and Environmental Statistics 15 Computational Statistics and Data Analysis 9 Journal of Statistical Planning and Inference 9 Statistics and Computing 9 Bayesian Analysis 8 Journal of the American Statistical Association 6 The Annals of Statistics 5 Environmetrics 4 Biometrics 4 International Journal for Numerical Methods in Engineering 4 Journal of Statistical Computation and Simulation 4 Statistical Modelling 4 Inverse Problems in Science and Engineering 3 International Statistical Review 3 Communications in Statistics. Simulation and Computation 3 SIAM Journal on Scientific Computing 3 Journal of Applied Statistics 3 Statistical Methodology 3 Journal of Statistical Theory and Practice 3 Electronic Journal of Statistics 2 The American Statistician 2 Computers and Fluids 2 Inverse Problems 2 Physica D 2 Computational Statistics 2 SIAM Review 2 Theory of Probability and Mathematical Statistics 2 Statistica Sinica 2 Computational Geosciences 2 Journal of Machine Learning Research (JMLR) 2 Mathematical Biosciences and Engineering 2 Statistical Analysis and Data Mining 2 AStA. Advances in Statistical Analysis 2 Journal of Computational and Graphical Statistics 2 Journal of Theoretical Biology 1 Advances in Applied Probability 1 Journal of Fluid Mechanics 1 Mathematical Biosciences 1 Scandinavian Journal of Statistics 1 Mathematics of Computation 1 Bulletin of Mathematical Biology 1 Applied Mathematics and Computation 1 Mathematics and Computers in Simulation 1 Journal of Time Series Analysis 1 Journal of Classification 1 Statistics 1 Statistical Science 1 Machine Learning 1 The Annals of Applied Probability 1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences 1 Applied Mathematical Modelling 1 Communications in Statistics. Theory and Methods 1 European Journal of Operational Research 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Test 1 Advances in Computational Mathematics 1 Annals of Mathematics and Artificial Intelligence 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Extremes 1 International Journal of Applied Mathematics and Computer Science 1 Stochastic Environmental Research and Risk Assessment 1 Combustion Theory and Modelling 1 Methodology and Computing in Applied Probability 1 Brazilian Journal of Probability and Statistics 1 Foundations of Computational Mathematics 1 SIAM Journal on Applied Dynamical Systems 1 Multiscale Modeling & Simulation 1 Statistical Applications in Genetics and Molecular Biology 1 International Journal of Computational Methods 1 Acta Numerica 1 Advances in Difference Equations 1 Engineering Optimization 1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 1 Journal of the Korean Statistical Society 1 Frontiers of Mathematics in China 1 Advances in Data Analysis and Classification. ADAC 1 Mathematical Geosciences 1 Science China. Mathematics 1 ISRN Applied Mathematics 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 European Mathematical Society Magazine all top 5 Cited in 27 Fields 253 Statistics (62-XX) 71 Numerical analysis (65-XX) 54 Probability theory and stochastic processes (60-XX) 34 Geophysics (86-XX) 29 Biology and other natural sciences (92-XX) 24 Computer science (68-XX) 13 Mechanics of deformable solids (74-XX) 12 Partial differential equations (35-XX) 11 Fluid mechanics (76-XX) 8 Systems theory; control (93-XX) 5 Dynamical systems and ergodic theory (37-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Classical thermodynamics, heat transfer (80-XX) 3 Combinatorics (05-XX) 3 Ordinary differential equations (34-XX) 3 Statistical mechanics, structure of matter (82-XX) 3 Operations research, mathematical programming (90-XX) 2 Special functions (33-XX) 2 Approximations and expansions (41-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Optics, electromagnetic theory (78-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) 1 Functional analysis (46-XX) 1 Relativity and gravitational theory (83-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year