-
1
-
-
35048847023
-
Concentration Inequalities
-
Boucheron, S., G. Lugosi, and, O. Bousquet, (2004), Concentration inequalities, in Advanced Lectures on Machine Learning, Lecture Notes in Comput. Sci., vol. 3176, edited by, O. Bousquet, U. von Luxburg, and, G. Rä (Pubitemid 39741633)
-
(2004)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3176
, pp. 208-240
-
-
Boucheron, S.1
Lugosi, G.2
Bousquet, O.3
-
2
-
-
0001632928
-
The NWS river forecast system-catchment modelling
-
in, edited by V. P. Singh, Water Resour. Publ., Highlands Ranch, Colo
-
Burnash, R. J. C., (1995), The NWS river forecast system-catchment modelling, in Computer Models of Watershed Hydrology, edited by, V. P. Singh, pp. 311-366, Water Resour. Publ., Highlands Ranch, Colo.
-
(1995)
Computer Models of Watershed Hydrology
, pp. 311-366
-
-
Burnash, R.J.C.1
-
3
-
-
8744259972
-
Generalizing the derivation of the Schwarz information criterion
-
Cavanaugh, J. E., and, A. A. Neath, (1999), Generalizing the derivation of the Schwarz information criterion, Commun. Stat. Theory Methods, 28, 49-66.
-
(1999)
Commun. Stat. Theory Methods
, vol.28
, pp. 49-66
-
-
Cavanaugh, J.E.1
Neath, A.A.2
-
4
-
-
80052229459
-
Complexities in hindcasting models when should we say enough is enough?
-
doi: 10.1111/j.1745-6584.2010.00765.x
-
Clement, T. P., (2011), Complexities in hindcasting models when should we say enough is enough?, Ground Water, 49, 620-629, doi: 10.1111/j.1745-6584. 2010.00765.x.
-
(2011)
Ground Water
, vol.49
, pp. 620-629
-
-
Clement, T.P.1
-
5
-
-
0026445234
-
Effective and efficient global optimization for conceptual rainfall-runoff models
-
Duan, Q., S. Sorooshian, and, V. Gupta, (1992), Effective and efficient global optimization for conceptual rainfall-runoff models, Water Resour. Res., 28, 1015-1031.
-
(1992)
Water Resour. Res.
, vol.28
, pp. 1015-1031
-
-
Duan, Q.1
Sorooshian, S.2
Gupta, V.3
-
6
-
-
33644551546
-
The Model Parameter Estimation Experiment (MOPEX): An overview of science strategy and major results from the second and third workshops
-
doi: 10.1016/j.jhydrol.2005.07.031
-
Duan, Q., et al. (2006), The Model Parameter Estimation Experiment (MOPEX): An overview of science strategy and major results from the second and third workshops, J. Hydrol., 320, 317, doi: 10.1016/j.jhydrol.2005.07.031.
-
(2006)
J. Hydrol.
, vol.320
, pp. 317
-
-
Duan, Q.1
-
7
-
-
84865371361
-
A weakly informative default prior distribution for logistic and other regression
-
Gelman, A., A. Jakulin, M. G. Pittau, and, Y.-S. Su, (2008), A weakly informative default prior distribution for logistic and other regression, Ann. Appl. Stat., 2 (4), 1360-1383.
-
(2008)
Ann. Appl. Stat.
, vol.2
, Issue.4
, pp. 1360-1383
-
-
Gelman, A.1
Jakulin, A.2
Pittau, M.G.3
Su, Y.-S.4
-
8
-
-
0020971571
-
Uniqueness and observability of conceptual rainfall-runoff parameters percolation process examined
-
Gupta, H. V., and, S. Sorooshian, (1983), Uniqueness and observability of conceptual rainfall-runoff parameters percolation process examined, Water Resour. Res., 19, 269-276.
-
(1983)
Water Resour. Res.
, vol.19
, pp. 269-276
-
-
Gupta, H.V.1
Sorooshian, S.2
-
9
-
-
0031922634
-
Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information
-
Gupta, H. V., S. Sorooshian, and, P. O. Yapo, (1998), Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information, Water Resour. Res., 34, 751-763. (Pubitemid 28159454)
-
(1998)
Water Resources Research
, vol.34
, Issue.4
, pp. 751-763
-
-
Gupta, H.V.1
Sorooshian, S.2
Yapo, P.O.3
-
10
-
-
84865728764
-
Towards a comprehensive assessment of model structural adequacy
-
doi: 10.1029/2011WR011044
-
Gupta, H. V., M. P. Clark, J. A. Vrugt, G. Abramowitz, and, M. Ye, (2012), Towards a comprehensive assessment of model structural adequacy, Water Resour. Res., 48, W08301, doi: 10.1029/2011WR011044.
-
(2012)
Water Resour. Res.
, vol.48
-
-
Gupta, H.V.1
Clark, M.P.2
Vrugt, J.A.3
Abramowitz, G.4
Ye, M.5
-
11
-
-
0027790160
-
How much complexity is warranted in a rainfall-runoff model?
-
Jakeman, A. J., and, G. M. Hornberger, (1993), How much complexity is warranted in a rainfall-runoff model?, Water Resour. Res., 29, 2637-2649.
-
(1993)
Water Resour. Res.
, vol.29
, pp. 2637-2649
-
-
Jakeman, A.J.1
Hornberger, G.M.2
-
12
-
-
84950934893
-
Bayes factors
-
Kass, R. E., and, A. E. Raftery, (1995), Bayes factors, J. Am. Stat. Assoc., 90 (430), 773-795.
-
(1995)
J. Am. Stat. Assoc.
, vol.90
, Issue.430
, pp. 773-795
-
-
Kass, R.E.1
Raftery, A.E.2
-
13
-
-
77958463981
-
The ancient numerical daemons of conceptual hydrological modeling. 2: Impact of time stepping scheme on model analysis and prediction
-
doi: 10.1029/2009WR008896
-
Kavetski, D., and, M. P. Clark, (2010), The ancient numerical daemons of conceptual hydrological modeling. 2: Impact of time stepping scheme on model analysis and prediction, Water Resour. Res., 46, W10511, doi: 10.1029/2009WR008896.
-
(2010)
Water Resour. Res.
, vol.46
-
-
Kavetski, D.1
Clark, M.P.2
-
14
-
-
79955414168
-
Typology of hydrologic predictability
-
doi: 10.1029/2010WR009769
-
Kumar, P., (2011), Typology of hydrologic predictability, Water Resour. Res., 47, W00H05, doi: 10.1029/2010WR009769.
-
(2011)
Water Resour. Res.
, vol.47
-
-
Kumar, P.1
-
15
-
-
1242265668
-
Change detection in hydrological records a review of the methodology
-
Kundzewicz, C. W., and, A. J. Robson, (2004), Change detection in hydrological records a review of the methodology, Hydrol. Sci., 49 (1), 7-19.
-
(2004)
Hydrol. Sci.
, vol.49
, Issue.1
, pp. 7-19
-
-
Kundzewicz, C.W.1
Robson, A.J.2
-
16
-
-
0029659664
-
A nonparametric wet/dry spell model for resampling daily precipitation
-
DOI 10.1029/96WR00565
-
Lall, U., B. Rajagopalan, and, D. G. Tarboton, (1996), A nonparametric wet/dry spell model for resampling daily precipitation, Water Resour. Res., 32, 2803-2823, doi: 10.1029/96WR00565. (Pubitemid 26350869)
-
(1996)
Water Resources Research
, vol.32
, Issue.9
, pp. 2803-2823
-
-
Lall, U.1
Rajagopalan, B.2
Tarboton, D.G.3
-
17
-
-
84863143586
-
Stochastic simulation of nonstationary oscillation hydroclimatic processes using empirical mode decomposition
-
doi: 10.1029/2011WR010660
-
Lee, T., and, T. B. M. J. Ouarda, (2012), Stochastic simulation of nonstationary oscillation hydroclimatic processes using empirical mode decomposition, Water Resour. Res., 48, W02514, doi: 10.1029/2011WR010660.
-
(2012)
Water Resour. Res.
, vol.48
-
-
Lee, T.1
Ouarda, T.B.M.J.2
-
18
-
-
84952505343
-
Ridge regression in practise
-
Marquardt, D. W., and, R. D. Snee, (1975), Ridge regression in practise, Am. Stat., 29 (1), 3-20.
-
(1975)
Am. Stat.
, vol.29
, Issue.1
, pp. 3-20
-
-
Marquardt, D.W.1
Snee, R.D.2
-
19
-
-
84863837582
-
Continuous rainfall simulation. 2: A regionalized daily rainfall generation approach
-
doi: 10.1029/2011WR010490
-
Mehrotra, R., S. Westra, A. Sharma, and, R. Srikanthan, (2012), Continuous rainfall simulation. 2: A regionalized daily rainfall generation approach, Water Resour. Res., 48, W01536, doi: 10.1029/2011WR010490.
-
(2012)
Water Resour. Res.
, vol.48
-
-
Mehrotra, R.1
Westra, S.2
Sharma, A.3
Srikanthan, R.4
-
20
-
-
0033904367
-
Nonparametric time series prediction through adaptive model selection
-
Meir, R., (2000), Nonparametric time series prediction through adaptive model selection, Mach. Learning, 39, 534.
-
(2000)
Mach. Learning
, vol.39
, pp. 534
-
-
Meir, R.1
-
21
-
-
11944268965
-
Dual state-parameter estimation of hydrological models using ensemble Kalman filter
-
DOI 10.1016/j.advwatres.2004.09.002, PII S0309170804001605
-
Moradkhani, H., S. Sorooshian, H. V. Gupta, and, P. R. Houser, (2005), Dual state parameter estimation of hydrological models using ensemble Kalman filter, Adv. Water Resour., 28 (2), 135-147, doi: 10.1016/j.advwatres.2004.09. 002. (Pubitemid 40102390)
-
(2005)
Advances in Water Resources
, vol.28
, Issue.2
, pp. 135-147
-
-
Moradkhani, H.1
Sorooshian, S.2
Gupta, H.V.3
Houser, P.R.4
-
22
-
-
84884172344
-
Quantile hydrologic model selection and model structure deficiency assessment: 1. Theory
-
10.1002/wrcr.20411, in press
-
Pande, S., (2013a), Quantile hydrologic model selection and model structure deficiency assessment: 1. Theory, Water Resour. Res., 49, doi: 10.1002/wrcr.20411, in press.
-
(2013)
Water Resour. Res.
, vol.49
-
-
Pande, S.1
-
23
-
-
84884172344
-
Quantile hydrologic model selection and model structure deficiency assessment: 2. Applications
-
10.1002/wrcr.20422, in press
-
Pande, S., (2013b), Quantile hydrologic model selection and model structure deficiency assessment: 2. Applications, Water Resour. Res., 49, doi: 10.1002/wrcr.20422, in press.
-
(2013)
Water Resour. Res.
, vol.49
-
-
Pande, S.1
-
24
-
-
72149090141
-
Complexity-based robust hydrologic prediction
-
doi: 10.1029/2008WR007524
-
Pande, S., M. McKee, and, L. A. Bastidas, (2009), Complexity-based robust hydrologic prediction, Water Resour. Res., 45, W10406, doi: 10.1029/2008WR007524.
-
(2009)
Water Resour. Res.
, vol.45
-
-
Pande, S.1
McKee, M.2
Bastidas, L.A.3
-
25
-
-
84865026679
-
Parameter dependent convergence bounds and complexity measure for a class of conceptual hydrological models
-
doi: 10.2166/hydro.2011.005
-
Pande, S., L. A. Bastidas, S. Bhulai, and, M. McKee, (2012), Parameter dependent convergence bounds and complexity measure for a class of conceptual hydrological models, J. Hydroinformatics, 14 (2), 443-463, doi: 10.2166/hydro.2011.005.
-
(2012)
J. Hydroinformatics
, vol.14
, Issue.2
, pp. 443-463
-
-
Pande, S.1
Bastidas, L.A.2
Bhulai, S.3
McKee, M.4
-
26
-
-
84858823339
-
Toward reduction of model uncertainty: Integration of Bayesian model averaging and data assimilation
-
doi: 10.1029/2011WR011116
-
Parrish, M., H. Moradkhani, and, C. M. DeChant, (2012), Toward reduction of model uncertainty: Integration of Bayesian model averaging and data assimilation, Water Resour. Res., 48, W03519, doi: 10.1029/2011WR011116.
-
(2012)
Water Resour. Res.
, vol.48
-
-
Parrish, M.1
Moradkhani, H.2
Dechant, C.M.3
-
27
-
-
77950177246
-
Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors
-
doi: 10.1029/2009WR008328
-
Renard, B., D. Kavetski, G. Kuczera, M. Thyer, and, S. W. Franks, (2010), Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors, Water Resour. Res., 46, W05521, doi: 10.1029/2009WR008328.
-
(2010)
Water Resour. Res.
, vol.46
-
-
Renard, B.1
Kavetski, D.2
Kuczera, G.3
Thyer, M.4
Franks, S.W.5
-
28
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G., (1978), Estimating the dimension of a model, Ann. Stat., 6 (2), 461-464.
-
(1978)
Ann. Stat.
, vol.6
, Issue.2
, pp. 461-464
-
-
Schwarz, G.1
-
29
-
-
21844519782
-
Parameterizations for natural Exponential families with quadratic functions
-
Slate, E. H., (1994), Parameterizations for natural Exponential families with quadratic functions, J. Am. Stat. Assoc., 89 (428), 1471-1482.
-
(1994)
J. Am. Stat. Assoc.
, vol.89
, Issue.428
, pp. 1471-1482
-
-
Slate, E.H.1
-
30
-
-
84950871099
-
Accurate approximations for posterior moments and marginal densities
-
Tierney, T., and, J. B. Kadane, (1986), Accurate approximations for posterior moments and marginal densities, J. Am. Stat. Assoc., 81 (393), 82-86.
-
(1986)
J. Am. Stat. Assoc.
, vol.81
, Issue.393
, pp. 82-86
-
-
Tierney, T.1
Kadane, J.B.2
-
33
-
-
65349141143
-
Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling
-
Vrugt, J. A., C. J. F. ter Braak, C. G. H. Diks, B. A. Robinson, J. M. Hyman, and, D. M. Higdon, (2009), Accelerating Markov Chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling, Int. J. Nonlinear Sci. Numer. Simul., 10, 273-290.
-
(2009)
Int. J. Nonlinear Sci. Numer. Simul.
, vol.10
, pp. 273-290
-
-
Vrugt, J.A.1
Ter Braak, C.J.F.2
Diks, C.G.H.3
Robinson, B.A.4
Hyman, J.M.5
Higdon, D.M.6
-
34
-
-
43249109413
-
On model selection criteria in multimodel analysis
-
DOI 10.1029/2008WR006803
-
Ye, M., Meyer, P. D., and, Neuman, S. P., (2008), On model selection criteria in multimodel analysis, Water Resour. Res., 44, W03428, doi: 10.1029/2008WR006803. (Pubitemid 351649218)
-
(2008)
Water Resources Research
, vol.44
, Issue.3
-
-
Ye, M.1
Meyer, P.D.2
Neuman, S.P.3
-
35
-
-
0030464374
-
Simplicity out of complexity in environmental modelling: Occam's razor revisited
-
Young, P., S. Parkinson, and, M. Lees, (1996), Simplicity out of complexity in environmental modelling: Occam's razor revisited, J. Appl. Stat., 23 (2-3), 165-210.
-
(1996)
J. Appl. Stat.
, vol.23
, Issue.23
, pp. 165-210
-
-
Young, P.1
Parkinson, S.2
Lees, M.3
-
36
-
-
0003161174
-
Rates of convergence for empirical processes of stationary mixing sequences
-
Yu, B., (1994), Rates of convergence for empirical processes of stationary mixing sequences, Ann. Probab., 22, 94-116.
-
(1994)
Ann. Probab.
, vol.22
, pp. 94-116
-
-
Yu, B.1
|