-
1
-
-
34249069162
-
A Framework for Validation of Computer Models
-
Bayarri, M. J., Berger, J. O., Paulo, R., Sacks, J., Cafeo, J. A., Cavendish, J., Lin, C. H., and Tu, J. (2007a), "A Framework for Validation of Computer Models," Technometrics, 49, 138-154.
-
(2007)
Technometrics
, vol.49
, pp. 138-154
-
-
Bayarri, M.J.1
Berger, J.O.2
Paulo, R.3
Sacks, J.4
Cafeo, J.A.5
Cavendish, J.6
Lin, C.H.7
Tu, J.8
-
2
-
-
46749084551
-
Computer Model Validation with Functional Output
-
Bayarri, M. J., Berger, J. O., Cafeo, J., Garcia-Donato, G., Liu, F., Palomo, J., Parthasarathy, R. J., Paulo, R., Sacks, J., and Walsh, D. (2007b), "Computer Model Validation with Functional Output," The Annals of Statistics, 35, 1874-1906.
-
(2007)
The Annals of Statistics
, vol.35
, pp. 1874-1906
-
-
Bayarri, M.J.1
Berger, J.O.2
Cafeo, J.3
Garcia-Donato, G.4
Liu, F.5
Palomo, J.6
Parthasarathy, R.J.7
Paulo, R.8
Sacks, J.9
Walsh, D.10
-
3
-
-
46849085381
-
Bayesian Calibration of Computationally Expensive Models Using Optimization and Radial Basis Function Approximation
-
Bliznyuk, N., Ruppert, D., Shoemaker, C. A., Regis, R., Wild, S., and Mugunthan, P. (2008), "Bayesian Calibration of Computationally Expensive Models Using Optimization and Radial Basis Function Approximation," Journal of Computational and Graphical Statistics, 17, 270-294.
-
(2008)
Journal of Computational and Graphical Statistics
, vol.17
, pp. 270-294
-
-
Bliznyuk, N.1
Ruppert, D.2
Shoemaker, C.A.3
Regis, R.4
Wild, S.5
Mugunthan, P.6
-
4
-
-
0035478854
-
Random Forests
-
Breiman, L. (2001), "Random Forests," Machine Learning, 45, 5-32.
-
(2001)
Machine Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
5
-
-
70349234435
-
Models for Bounded Systems with Continuous Dynamics
-
Cangelosi, A. R., and Hooten, M. B. (2009), "Models for Bounded Systems with Continuous Dynamics," Biometrics, 65, 850-856.
-
(2009)
Biometrics
, vol.65
, pp. 850-856
-
-
Cangelosi, A.R.1
Hooten, M.B.2
-
6
-
-
69249168661
-
Gaussian Process Emulation and Dynamic Computer Codes
-
Conti, S., Gosling, J. P., Oakley, J. E., and O'Hagan, A. (2009), "Gaussian Process Emulation and Dynamic Computer Codes," Biometrika, 96, 663-676.
-
(2009)
Biometrika
, vol.96
, pp. 663-676
-
-
Conti, S.1
Gosling, J.P.2
Oakley, J.E.3
O'Hagan, A.4
-
7
-
-
1542468821
-
Bayesian Forecasting for Complex Systems using Computer Simulators
-
Craig, P. S., Goldstein, M., Rougier, J. C., and Seheult, A. H. (2001), "Bayesian Forecasting for Complex Systems using Computer Simulators," Journal of the American Statistical Association, 96, 717-729.
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 717-729
-
-
Craig, P.S.1
Goldstein, M.2
Rougier, J.C.3
Seheult, A.H.4
-
8
-
-
35348846774
-
Mesoscale Eddies Determine Phytoplankton Distribution in Northern Gulf of Alaska
-
Crawford, W. R., Brickley, P. J., and Thomas, A. C. (2007), "Mesoscale Eddies Determine Phytoplankton Distribution in Northern Gulf of Alaska," Progress in Oceanography, 75, 287-303.
-
(2007)
Progress in Oceanography
, vol.75
, pp. 287-303
-
-
Crawford, W.R.1
Brickley, P.J.2
Thomas, A.C.3
-
9
-
-
38449114584
-
Random Forests for Classification in Ecology
-
Cutler, D. R., Edwards, T. C., Beard, K. H., Cutler, A., Hess, K. T., Gibson, J., and Lawler, J. J. (2007), "Random Forests for Classification in Ecology," Ecology, 88, 2783-2792.
-
(2007)
Ecology
, vol.88
, pp. 2783-2792
-
-
Cutler, D.R.1
Edwards, T.C.2
Beard, K.H.3
Cutler, A.4
Hess, K.T.5
Gibson, J.6
Lawler, J.J.7
-
10
-
-
64249157332
-
Fast Statistical Surrogates for Dynamical 3D Computer Models of Brain Tumors
-
Drignei, D. (2008), "Fast Statistical Surrogates for Dynamical 3D Computer Models of Brain Tumors," Journal of Computational and Graphical Statistics, 17, 859-884.
-
(2008)
Journal of Computational and Graphical Statistics
, vol.17
, pp. 859-884
-
-
Drignei, D.1
-
11
-
-
69549133927
-
Interannual Spring Bloom Variability and Ekman Pumping in the Coastal Gulf of Alaska
-
Fiechter, J., and Moore, A. M. (2009), "Interannual Spring Bloom Variability and Ekman Pumping in the Coastal Gulf of Alaska," Journal Geophysical Research, 114, C06004.
-
(2009)
Journal Geophysical Research
, vol.114
-
-
Fiechter, J.1
Moore, A.M.2
-
12
-
-
71749091820
-
Modeling Iron Limitation of Primary Production in the Coastal Gulf of Alaska
-
Fiechter, J., Moore, A. M., Edwards, C. A., Bruland, K. W., Di Lorenzo, E., Lewis, C. V. W., Powell, T. M., Curchitser, E. N., and Hedstrom, K. (2009), "Modeling Iron Limitation of Primary Production in the Coastal Gulf of Alaska," Deep Sea Research II, 56, 2503-2519.
-
(2009)
Deep Sea Research II
, vol.56
, pp. 2503-2519
-
-
Fiechter, J.1
Moore, A.M.2
Edwards, C.A.3
Bruland, K.W.4
Di Lorenzo, E.5
Lewis, C.V.W.6
Powell, T.M.7
Curchitser, E.N.8
Hedstrom, K.9
-
13
-
-
68749116583
-
Fast Data Assimilation Using a Nonlinear Kalman Filter and a Model Surrogate: An Application to the Columbia River Estuary
-
Frolov, S., Baptista, A. M., Leen, T. K., Lu, Z., and van der Merwe, R. (2009), "Fast Data Assimilation Using a Nonlinear Kalman Filter and a Model Surrogate: An Application to the Columbia River Estuary," Dynamics of Atmospheres and Oceans, 48, 16-45.
-
(2009)
Dynamics of Atmospheres and Oceans
, vol.48
, pp. 16-45
-
-
Frolov, S.1
Baptista, A.M.2
Leen, T.K.3
Lu, Z.4
van der Merwe, R.5
-
15
-
-
39549112473
-
Ocean Forecasting in Terrain-Following Coordinates: Formulation and Skill Assessment of the Regional Ocean Modeling System
-
Haidvogel, D. B., Arango, H., Budgell, W. P., Cornuelle, B. D., Curchitser, E. N., Di Lorenzo, E., Fennel, K., Geyer, W. R., Hermann, A. J., Lanerolle, L., Levin, J., McWilliams, J. C., Miller, A. J., Moore, A. M., Powell, T. M., Shchepetkin, A. F., Sherwood, C. R., Signell, R. P., Warner, J. C., and Wilkin, J. (2008), "Ocean Forecasting in Terrain-Following Coordinates: Formulation and Skill Assessment of the Regional Ocean Modeling System," Journal of Computational Physics, 227, 3595-3624.
-
(2008)
Journal of Computational Physics
, vol.227
, pp. 3595-3624
-
-
Haidvogel, D.B.1
Arango, H.2
Budgell, W.P.3
Cornuelle, B.D.4
Curchitser, E.N.5
Di Lorenzo, E.6
Fennel, K.7
Geyer, W.R.8
Hermann, A.J.9
Lanerolle, L.10
Levin, J.11
McWilliams, J.C.12
Miller, A.J.13
Moore, A.M.14
Powell, T.M.15
Shchepetkin, A.F.16
Sherwood, C.R.17
Signell, R.P.18
Warner, J.C.19
Wilkin, J.20
more..
-
16
-
-
0003684449
-
-
2nd edn., New York: Springer
-
Hastie, T., Tibshirani, R., and Friedman, J. (2009), Elements of Statistical Learning (2nd ed.), New York: Springer.
-
(2009)
Elements of Statistical Learning
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
17
-
-
16244384565
-
Combining Field Data and Computer Simulations for Calibration and Prediction
-
Higdon, D., Kennedy, M., Cavendish, J. C., Cafeo, J. A., and Ryne, R. D. (2004), "Combining Field Data and Computer Simulations for Calibration and Prediction," SIAM Journal on Scientific Computing, 26, 448-466.
-
(2004)
SIAM Journal on Scientific Computing
, vol.26
, pp. 448-466
-
-
Higdon, D.1
Kennedy, M.2
Cavendish, J.C.3
Cafeo, J.A.4
Ryne, R.D.5
-
18
-
-
49549114864
-
Computer Model Calibration Using High-Dimensional Output
-
Higdon, D., Gattiker, J., Williams, B., and Rightley, M. (2008), "Computer Model Calibration Using High-Dimensional Output," Journal of the American Statistical Association, 103, 570-583.
-
(2008)
Journal of the American Statistical Association
, vol.103
, pp. 570-583
-
-
Higdon, D.1
Gattiker, J.2
Williams, B.3
Rightley, M.4
-
19
-
-
0035648165
-
Bayesian Calibration of Computer Models
-
Kennedy, M. C., and O'Hagan, A. (2001), "Bayesian Calibration of Computer Models," Journal of the Royal Statistical Society: Series B, 63, 425-464.
-
(2001)
Journal of the Royal Statistical Society: Series B
, vol.63
, pp. 425-464
-
-
Kennedy, M.C.1
O'Hagan, A.2
-
20
-
-
70350742523
-
A Dynamic Modelling Strategy for Bayesian Computer Model Emulation
-
Liu, F., and West, M. (2009), "A Dynamic Modelling Strategy for Bayesian Computer Model Emulation," Bayesian Analysis, 4, 393-412.
-
(2009)
Bayesian Analysis
, vol.4
, pp. 393-412
-
-
Liu, F.1
West, M.2
-
21
-
-
33745699573
-
Bayesian Analysis of Computer Code Outputs: A Tutorial
-
O'Hagan, A. (2006), "Bayesian Analysis of Computer Code Outputs: A Tutorial," Reliability Engineering and System Safety, 91, 1290-1300.
-
(2006)
Reliability Engineering and System Safety
, vol.91
, pp. 1290-1300
-
-
O'Hagan, A.1
-
22
-
-
33846176556
-
Results from a Three-Dimensional, Nested, Biological-Physical Model of the California Current System and Comparisons with Statistics from Satellite Imagery
-
Powell, T. M., Lewis, C. V. W., Curchitser, E. N., Haidvogel, D. B., Hermann, A. J., and Dobbins, E. L. (2006), "Results from a Three-Dimensional, Nested, Biological-Physical Model of the California Current System and Comparisons with Statistics from Satellite Imagery," Journal of Geophysical Research, 111 (C0), 7018.
-
(2006)
Journal of Geophysical Research
, vol.111
, Issue.C0
, pp. 7018
-
-
Powell, T.M.1
Lewis, C.V.W.2
Curchitser, E.N.3
Haidvogel, D.B.4
Hermann, A.J.5
Dobbins, E.L.6
-
23
-
-
70349290724
-
Examples of Adaptive MCMC
-
Roberts, G. O., and Rosenthal, J. S. (2009), "Examples of Adaptive MCMC," Journal of Computational and Graphical Statistics, 18, 349-367.
-
(2009)
Journal of Computational and Graphical Statistics
, vol.18
, pp. 349-367
-
-
Roberts, G.O.1
Rosenthal, J.S.2
-
24
-
-
64249139703
-
Efficient Emulators for Multivariate Deterministic Functions
-
Rougier, J. C. (2008), "Efficient Emulators for Multivariate Deterministic Functions," Journal of Computational and Graphical Statistics, 17, 827-843.
-
(2008)
Journal of Computational and Graphical Statistics
, vol.17
, pp. 827-843
-
-
Rougier, J.C.1
-
25
-
-
84972517827
-
Design and Analysis of Computer Experiments
-
Sacks, J., Welch, W. J., Mitchell, T. J., and Wynn, H. P. (1989), "Design and Analysis of Computer Experiments," Statistical Science, 4, 409-423.
-
(1989)
Statistical Science
, vol.4
, pp. 409-423
-
-
Sacks, J.1
Welch, W.J.2
Mitchell, T.J.3
Wynn, H.P.4
-
26
-
-
2442429601
-
Meteorology and Oceanography of the Northern Gulf of Alaska
-
Stabeno, P. J., Bond, N. A., Hermann, A. J., Kachel, N. B., Mordy, C. W., and Overland, J. E. (2004), "Meteorology and Oceanography of the Northern Gulf of Alaska," Continental Shelf Research, 24, 859-897.
-
(2004)
Continental Shelf Research
, vol.24
, pp. 859-897
-
-
Stabeno, P.J.1
Bond, N.A.2
Hermann, A.J.3
Kachel, N.B.4
Mordy, C.W.5
Overland, J.E.6
-
27
-
-
34249876623
-
Fast Neural Network Surrogates for Very High Dimensional Physics-Based Models in Computational Oceanography
-
van der Merwe, R., Leen, T. K., Lu, Z., Frolov, S., and Baptista, A. M. (2007), "Fast Neural Network Surrogates for Very High Dimensional Physics-Based Models in Computational Oceanography," Neural Networks, 20, 462-478.
-
(2007)
Neural Networks
, vol.20
, pp. 462-478
-
-
van der Merwe, R.1
Leen, T.K.2
Lu, Z.3
Frolov, S.4
Baptista, A.M.5
-
28
-
-
77649192043
-
Parameter Optimisation Techniques and the Problem of Underdetermination in Marine Biogeochemical Models
-
Ward, B. A., Friedrichs, M. A. M., Anderson, T. R., and Oschlies, A. (2010), "Parameter Optimisation Techniques and the Problem of Underdetermination in Marine Biogeochemical Models," Journal of Marine Systems, 81, 34-43.
-
(2010)
Journal of Marine Systems
, vol.81
, pp. 34-43
-
-
Ward, B.A.1
Friedrichs, M.A.M.2
Anderson, T.R.3
Oschlies, A.4
-
29
-
-
80053599296
-
On the Use of Log-Transformation Versus Nonlinear Regression for Analyzing Biological Power-Laws
-
Xiao, X., White, E. P., Hooten, M. B., and Durham, S. L. (2011), "On the Use of Log-Transformation Versus Nonlinear Regression for Analyzing Biological Power-Laws," Ecology, 92, 1887-1894.
-
(2011)
Ecology
, vol.92
, pp. 1887-1894
-
-
Xiao, X.1
White, E.P.2
Hooten, M.B.3
Durham, S.L.4
|