David M. Higdon

Publication Activity (10 Years)

Years Active: 1997-2020
Publications (10 Years): 4

Top Topics

Statistical Models

Data Distribution

Top Venues

Stat. Anal. Data Min.

Frontiers Artif. Intell.

Publications

Brian de Silva, David M. Higdon, Steven L. Brunton, J. Nathan Kutz
Discovery of Physics From Data: Universal Laws and Discrepancies. Frontiers Artif. Intell. 3 (2020)
Brian de Silva, David M. Higdon, Steven L. Brunton, J. Nathan Kutz
Discovery of Physics from Data: Universal Laws and Discrepancy Models. CoRR (2019)
Carène Larmat, Monica Maceira, David M. Higdon, Dale N. Anderson
Joining statistics and geophysics for assessment and uncertainty quantification of three-dimensional seismic Earth models. Stat. Anal. Data Min. 10 (5) (2017)
Matthew T. Pratola, David M. Higdon
Bayesian Additive Regression Tree Calibration of Complex High-Dimensional Computer Models. Technometrics 58 (2) (2016)
Brian P. Weaver, Richard L. Warr, Christine M. Anderson-Cook, David M. Higdon
Visualizing discrepancies from nonlinear models and computer experiments. Stat. Anal. Data Min. 8 (5-6) (2015)
Curtis B. Storlie, Michael Fugate, David M. Higdon, Aparna V. Huzurbazar, Elizabeth G. Francois, Douglas C. McHugh
Methods for Characterizing and Comparing Populations of Shock Wave Curves. Technometrics 55 (4) (2013)
Herbert K. H. Lee, David M. Higdon, Zhuoxin Bi, Marco A. R. Ferreira, Mike West
Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous Media. Technometrics 44 (3) (2002)
David M. Higdon, James E. Bowsher
Bayesian inference and Markov chain Monte Carlo in imaging. Medical Imaging: Image Processing (1999)
David M. Higdon, James E. Bowsher, Valen E. Johnson, Timothy G. Turkington, David R. Gilland, Ronald J. Jaszczak
Fully Bayesian Estimation of Gibbs Hyperparameters for Emission Computed Tomography Data. IEEE Trans. Medical Imaging 16 (5) (1997)