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Subjects » Ensemble methods

Parent Reliability & uncertainty

References (22)

The subject ‘Ensemble methods’ is applied to these references.

  1. When is an ensemble like a sample? “Model-based” inferences in climate modeling. Synthese. 2022 Dethier, Corey

    Ensemble methods, Reliability & uncertainty

  2. On the appropriate and inappropriate uses of probability distributions in climate projections and some alternatives. Climatic Change. 2021 Katzav, Joel, Thompson, Erica L., Risbey, James, Stainforth, David A., Bradley, Seamus, Frisch, Mathias

    Decision-making, Ensemble methods, Expert judgement, Probability & possibility, Reliability & uncertainty

  3. Robustness reasoning in climate model comparisons. Studies in History and Philosophy of Science Part A. 2021 O’Loughlin, Ryan

    Confirmation & evaluation, Ensemble methods, Robustness

  4. Multi-model ensembles in climate science: Mathematical structures and expert judgements. Studies in History and Philosophy of Science Part A. 2020 Jebeile, Julie, Crucifix, Michel

    Ensemble methods

  5. Understanding and assessing uncertainty of observational climate datasets for model evaluation using ensembles. WIREs Climate Change. 2020 Zumwald, Marius, Knüsel, Benedikt, Baumberger, Christoph, Hirsch Hadorn, Gertrude, Bresch, David N., Knutti, Reto

    Ensemble methods, Reliability & uncertainty

  6. The Coupled Model Intercomparison Project: History, uses, and structural effects on climate research. WIREs Climate Change. 2020 Touzé‐Peiffer, Ludovic, Barberousse, Anouk, Le Treut, Hervé

    Ensemble methods

  7. Uncertainty Quantification Using Multiple Models—Prospects and Challenges. In Simulation Foundations, Methods and Applications. 2019 Knutti, Reto, Baumberger, Christoph, Hirsch Hadorn, Gertrude

    Ensemble methods, Reliability & uncertainty

  8. What does robustness teach us in climate science: a re-appraisal. Synthese. 2018 Winsberg, Eric

    Confirmation & evaluation, Ensemble methods, Robustness, Values

  9. The Significance of Robust Climate Projections. In Climate Modelling. 2018 Parker, Wendy S.

    Confirmation & evaluation, Ensemble methods, Reliability & uncertainty, Robustness, Robustness

  10. Practice and philosophy of climate model tuning across six US modeling centers. Geoscientific Model Development. 2017 Schmidt, Gavin A., Bader, David, Donner, Leo J., Elsaesser, Gregory S., Golaz, Jean-Christophe, Hannay, Cecile, Molod, Andrea, Neale, Richard B., Saha, Suranjana

    Calibration/tuning, Confirmation & evaluation, Ensemble methods

  11. Computer models and the evidence of anthropogenic climate change: An epistemology of variety-of-evidence inferences and robustness analysis. Studies in History and Philosophy of Science Part A. 2016 Vezér, Martin A.

    Attribution, Ensemble methods, Robustness

  12. Uncertainties, Plurality, and Robustness in Climate Research and Modeling: On the Reliability of Climate Prognoses. Journal for General Philosophy of Science. 2015 Leuschner, Anna

    Ensemble methods, Reliability & uncertainty, Robustness

  13. MODEL ERROR AND ENSEMBLE FORECASTING: A CAUTIONARY TALE. In Scientific Explanation and Methodology of Science. 2014 Bradley, Seamus, Frigg, Roman, Du, Hailiang, Smith, Leonard A.

    Ensemble methods, Reliability & uncertainty

  14. Ensemble modeling, uncertainty and robust predictions. WIREs Climate Change. 2013 Parker, Wendy S.

    Ensemble methods, Reliability & uncertainty, Robustness

  15. Robustness and uncertainties in the new CMIP5 climate model projections. Nature Climate Change. 2012 Knutti, Reto, Sedláček, Jan

    Ensemble methods, Reliability & uncertainty, Robustness

  16. Mapping model agreement on future climate projections. Geophysical Research Letters. 2011 Tebaldi, Claudia, Arblaster, Julie M., Knutti, Reto

    Ensemble methods, Predictions and projections, Reliability & uncertainty, Robustness

  17. When Climate Models Agree: The Significance of Robust Model Predictions*. Philosophy of Science. 2011 Parker, Wendy S.

    Confirmation & evaluation, Ensemble methods, Robustness, Values

  18. Whose Probabilities? Predicting Climate Change with Ensembles of Models. Philosophy of Science. 2010 Parker, Wendy S.

    Ensemble methods, Probability & possibility, Reliability & uncertainty

  19. Predicting weather and climate: Uncertainty, ensembles and probability. Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics. 2010 Parker, Wendy S.

    Ensemble methods, Probability & possibility, Reliability & uncertainty

  20. Underdetermination, Model-ensembles and Surprises: On the Epistemology of Scenario-analysis in Climatology. Journal for General Philosophy of Science. 2009 Betz, Gregor

    Ensemble methods, Reliability & uncertainty

  21. II—Wendy S. Parker: Confirmation and adequacy-for-Purpose in Climate Modelling. Aristotelian Society Supplementary Volume. 2009 Parker, Wendy S.

    Confirmation & evaluation, Ensemble methods

  22. Understanding Pluralism in Climate Modeling. Foundations of Science. 2006 Parker, W. S.

    Confirmation & evaluation, Ensemble methods, Reliability & uncertainty