Toward diagnostic model calibration and evaluation: Approximate Bayesian computation

Hypothetico-inductive data-based mechanistic modeling of hydrological systems

(2013) Peter C. Young   WATER RESOURCES RESEARCH

Hydrologic data assimilation using particle Markov chain Monte Carlo simulation: Theory, concepts and applications

(2012) Jasper A. Vrugt et al.   ADVANCES IN WATER RESOURCES

A tutorial on approximate Bayesian computation

(2012) Brandon M. Turner et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Generalized likelihood uncertainty estimation (GLUE) and approximate Bayesian computation: What's the connection?

(2012) David J. Nott et al.   WATER RESOURCES RESEARCH

Linking statistical bias description to multiobjective model calibration

(2012) P. Reichert et al.   WATER RESOURCES RESEARCH

Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling

(2011) J. A. Vrugt et al.   INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION

An adaptive sequential Monte Carlo method for approximate Bayesian computation

(2011) Pierre Del Moral et al.   STATISTICS AND COMPUTING

Toward a reliable decomposition of predictive uncertainty in hydrological modeling: Characterizing rainfall errors using conditional simulation

(2011) Benjamin Renard et al.   WATER RESOURCES RESEARCH

Using discharge data to reduce structural deficits in a hydrological model with a Bayesian inference approach and the implications for the prediction of critical source areas

(2011) M. P. Frey et al.   WATER RESOURCES RESEARCH

Correcting the mathematical structure of a hydrological model via Bayesian data assimilation

(2011) Nataliya Bulygina et al.   WATER RESOURCES RESEARCH

High-dimensional posterior exploration of hydrologic models using multiple-try DREAM(ZS) and high-performance computing

(2011) Eric Laloy 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

Development of a formal likelihood function for improved Bayesian inference of ephemeral catchments

(2010) Tyler Smith et al.   WATER RESOURCES RESEARCH

Model criticism based on likelihood-free inference, with an application to protein network evolution

(2009) O. Ratmann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A limits of acceptability approach to model evaluation and uncertainty estimation in flood frequency estimation by continuous simulation: Skalka catchment, Czech Republic

(2009) Sarka Blazkova et al.   WATER RESOURCES RESEARCH

Analyzing input and structural uncertainty of nonlinear dynamic models with stochastic, time-dependent parameters

(2009) Peter Reichert et al.   WATER RESOURCES RESEARCH

Critical evaluation of parameter consistency and predictive uncertainty in hydrological modeling: A case study using Bayesian total error analysis

(2009) Mark Thyer et al.   WATER RESOURCES RESEARCH

Reconciling theory with observations: elements of a diagnostic approach to model evaluation

(2008) Hoshin V. Gupta et al.   HYDROLOGICAL PROCESSES

Approximately Sufficient Statistics and Bayesian Computation

(2008) Paul Joyce et al.   Statistical Applications in Genetics and Molecular Biology

Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling?

(2008) Jasper A. Vrugt et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation

(2008) Jasper A. Vrugt et al.   WATER RESOURCES RESEARCH

A process-based diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model

(2008) Koray K. Yilmaz et al.   WATER RESOURCES RESEARCH