Comparison of Four Competing Invasion Percolation Models for Gas Flow in Porous Media. Water Resources Research, 2023 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BanerjeeIshani IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer]
The Method of Forced Probabilities: A Computation Trick for Bayesian Model Evidence. Computational Geosciences, (27):45-62, 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BanerjeeIshani IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 exc2075 from:timothypraditia peerreviewed pn5]
Optimized Predictive Coverage by Averaging Time-Windowed Bayesian Distributions. Water Resources Research, (60):e2022WR033280, May 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:HsuehHan-Fang IWSAUTHOR:NowakWolfgang IWSMONTH:05 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]
Diagnosis of model-structural errors with a sliding time-window Bayesian analysis. Water Resources Research, (58):e2021WR030590, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:HsuehHan-Fang IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
The Four Ways to Consider Measurement Noise in Bayesian Model Selection - And Which One to Choose. Water Resources Research, (57):e2021WR030391, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSAUTHOR:ReuschenSebastian IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
Overcoming the model-data-fit problem in porous media: A quantitative method to compare invasion-percolation models to high-resolution data. Water Resources Research, (57)7:e2021WR029986, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BanerjeeIshani IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
Strategies for simplifying reactive transport models - a Bayesian model comparison. Water Resources Research, (56):e2020WR028100, 2020. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:HögeMarvin IWSAUTHOR:NowakWolfgang IWSAUTHOR:Schäfer-Rodrigues-SilvaAline IWSMONTH:11 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020 from:timothypraditia]
Bayesian Model Weighting: The Many Faces of Model Averaging. Water, (12)2:309, 2020. [PUMA: IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:HögeMarvin IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019 from:timothypraditia] URL
Model selection on solid ground: rigorous comparison of nine ways to evaluate Bayesian evidence. Water Resources Research, (50)12:9484-9513, 2014. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2014 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
A statistical concept to assess the uncertainty in Bayesian model weights and its impact on model ranking. Water Resources Research, (51)9:7524-7546, 2015. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2015 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography. Water Resources Research, (48)W045022012. [PUMA: IWSMONTH:12 IWSYEAR:2012 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
Bayesian selection of hydro-morphodynamic models under computational time constraints.. Advances in Water Resources, (117):53 - 64, 2018. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2018 from:jannikhaas from:timothypraditia] URL
Finding the Right Balance Between Groundwater Model Complexity and Experimental Effort via Bayesian Model Selection. Journal of Hydrology, (531)1:96-110, 2015. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2015 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
The Hydrologist's Guide to Bayesian Model Selection, Averaging and Combination. Journal of Hydrology, (572):96-107, May 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:HögeMarvin IWSAUTHOR:NowakWolfgang IWSMONTH:5 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019 from:jannikhaas from:timothypraditia] URL
Bayesian Model Selection helps to Choose Objectively between Thermodynamic Models: A Demonstration of Selecting a Viscosity-Model based on Entropy Scaling. Industrial & Engineering Chemistry Research, (55)38:10191-10207, 2016. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2016 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
A Maximum-Entropy Method to Estimate Discrete Distributions from Samples Ensuring Nonzero Probabilities. Entropy, (20)82018. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSYEAR:2018 IWSSUBTYPE:article 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles] URL
Bayesian model averaging to explore the worth of data for soil-plant model selection and prediction. Water Resources Research, (51)4:2825-2846, 2015. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2015 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
Entropy-based experimental design for optimal model discrimination in the geosciences. Entropy, (18)11:409, 2016. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2016 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]
Defensible Model Complexity: A Call for Data-Based and Goal-Oriented Model Choice. Groundwater, (55)5:"", 2017. [PUMA: IWSMONTH:12 IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2017 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles] URL
The Comprehensive Differential Split-Sample Test: A stress-test for hydrological model robustness under climate variability. Journal of Hydrology, (573):501-515, 2019. [PUMA: IWSAUTHOR:ChowReynold IWSMONTH:12 IWSTYPENR:1 from:timothypraditia IWSYEAR:2019 IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSTYPEEN:articles]