Effects of error covariance structure on estimation of model averaging weights and predictive performance

Assessment and management of risk in subsurface hydrology: A review and perspective

(2012) Daniel M. Tartakovsky   ADVANCES IN WATER RESOURCES

Climate model dependence and the replicate Earth paradigm

(2012) Craig H. Bishop et al.   CLIMATE DYNAMICS

Comparing Nonlinear Regression and Markov Chain Monte Carlo Methods for Assessment of Prediction Uncertainty in Vadose Zone Modeling

(2012) Xiaoqing Shi et al.   VADOSE ZONE JOURNAL

Bayesian model averaging using particle filtering and Gaussian mixture modeling: Theory, concepts, and simulation experiments

(2012) Joerg Rings et al.   WATER RESOURCES RESEARCH

Assessment of hydrological model predictive ability given multiple conceptual geological models

(2012) Dorte Seifert et al.   WATER RESOURCES RESEARCH

A hypothesis-driven approach to optimize field campaigns

(2012) Wolfgang Nowak et al.   WATER RESOURCES RESEARCH

Toward reduction of model uncertainty: Integration of Bayesian model averaging and data assimilation

(2012) Mark A. Parrish et al.   WATER RESOURCES RESEARCH

Towards a comprehensive assessment of model structural adequacy

(2012) Hoshin V. Gupta et al.   WATER RESOURCES RESEARCH

Multimodel Bayesian analysis of data-worth applied to unsaturated fractured tuffs

(2011) Dan Lu et al.   ADVANCES IN WATER RESOURCES

Bayesian analysis of data-worth considering model and parameter uncertainties

(2011) Shlomo P. Neuman et al.   ADVANCES IN WATER RESOURCES

Identification of sorption processes and parameters for radionuclide transport in fractured rock

(2011) Zhenxue Dai et al.   JOURNAL OF HYDROLOGY

Dependence of Bayesian Model Selection Criteria and Fisher Information Matrix on Sample Size

(2011) Dan Lu et al.   Mathematical Geosciences

Role of model selection criteria in geostatistical inverse estimation of statistical data- and model-parameters

(2011) Monica Riva et al.   WATER RESOURCES RESEARCH

Error handling strategies in multiphase inverse modeling

(2010) Stefan Finsterle et al.   COMPUTERS & GEOSCIENCES

Maximum likelihood Bayesian averaging of airflow models in unsaturated fractured tuff using Occam and variance windows

(2010) Eric Morales-Casique et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Quantification of model uncertainty in environmental modeling

(2010) Ming Ye et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comparison of point forecast accuracy of model averaging methods in hydrologic applications

(2010) Cees G. H. Diks et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comment on “Inverse groundwater modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window” by Frank T.-C. Tsai and Xiaobao Li

(2010) Ming Ye et al.   WATER RESOURCES RESEARCH

A formal likelihood function for parameter and predictive inference of hydrologic models with correlated, heteroscedastic, and non-Gaussian errors

(2010) Gerrit Schoups et al.   WATER RESOURCES RESEARCH

A Bayesian approach for inverse modeling, data assimilation, and conditional simulation of spatial random fields

(2010) Yoram Rubin et al.   WATER RESOURCES RESEARCH

A short exploration of structural noise

(2010) John Doherty et al.   WATER RESOURCES RESEARCH

MMA: A Computer Code for Multimodel Analysis

(2009) Ming Ye   Groundwater

Model Averaging Techniques for Quantifying Conceptual Model Uncertainty

(2009) Abhishek Singh et al.   Groundwater

A Model-Averaging Method for Assessing Groundwater Conceptual Model Uncertainty

(2009) Ming Ye et al.   Groundwater

Sensitivity analysis of prior model probabilities and the value of prior knowledge in the assessment of conceptual model uncertainty in groundwater modelling

(2009) Rodrigo Rojas et al.   HYDROLOGICAL PROCESSES

Forecasting skill of model averages

(2009) C. L. Winter et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Evaluating uncertainty in integrated environmental models: A review of concepts and tools

(2009) L. Shawn Matott et al.   WATER RESOURCES RESEARCH

Sensitivity analysis, calibration, and testing of a distributed hydrological model using error-based weighting and one objective function

(2009) L. Foglia et al.   WATER RESOURCES RESEARCH

Predictive error dependencies when using pilot points and singular value decomposition in groundwater model calibration

(2008) Steen Christensen et al.   ADVANCES IN WATER RESOURCES

Expert elicitation of recharge model probabilities for the Death Valley regional flow system

(2008) Ming Ye et al.   JOURNAL OF HYDROLOGY

On model selection criteria in multimodel analysis

(2008) Ming Ye et al.   WATER RESOURCES RESEARCH

Combining multiobjective optimization and Bayesian model averaging to calibrate forecast ensembles of soil hydraulic models

(2008) Thomas Wöhling et al.   WATER RESOURCES RESEARCH

Inverse groundwater modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window

(2008) Frank T.-C. Tsai et al.   WATER RESOURCES RESEARCH

Conceptual model uncertainty in groundwater modeling: Combining generalized likelihood uncertainty estimation and Bayesian model averaging

(2008) Rodrigo Rojas et al.   WATER RESOURCES RESEARCH