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Volumn 20, Issue , 2018, Pages 69-80

Quantifying statistical uncertainty in the attribution of human influence on severe weather

Author keywords

Bootstrap; Climate change; Confidence interval; Event attribution; Likelihood ratio; Uncertainty quantification

Indexed keywords

ANTHROPOGENIC EFFECT; BOOTSTRAPPING; CLIMATE CHANGE; CLIMATE MODELING; CONFIDENCE INTERVAL; EMISSION; EXTREME EVENT; GREENHOUSE GAS; QUANTITATIVE ANALYSIS; SEVERE WEATHER; STATISTICAL ANALYSIS; UNCERTAINTY ANALYSIS;

EID: 85044955456     PISSN: 22120947     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.wace.2018.01.002     Document Type: Article
Times cited : (75)

References (40)
  • 1
    • 0037468186 scopus 로고    scopus 로고
    • Liability for climate change
    • Allen, M., Liability for climate change. Nature 421 (2003), 891–892.
    • (2003) Nature , vol.421 , pp. 891-892
    • Allen, M.1
  • 3
    • 85008187581 scopus 로고    scopus 로고
    • An independent assessment of anthropogenic attribution statements for recent extreme temperature and rainfall events
    • Angélil, O., Stone, D., Wehner, M., Paciorek, C., Krishnan, H., Collins, W., An independent assessment of anthropogenic attribution statements for recent extreme temperature and rainfall events. J. Clim. 30 (2017), 5–16.
    • (2017) J. Clim. , vol.30 , pp. 5-16
    • Angélil, O.1    Stone, D.2    Wehner, M.3    Paciorek, C.4    Krishnan, H.5    Collins, W.6
  • 4
    • 0003594381 scopus 로고    scopus 로고
    • Statistical Inference
    • Duxbury Press Pacific Grove, California
    • Casella, G., Berger, R., Statistical Inference. 2002, Duxbury Press, Pacific Grove, California.
    • (2002)
    • Casella, G.1    Berger, R.2
  • 5
    • 0003404269 scopus 로고    scopus 로고
    • An Introduction to Statistical Modeling of Extreme Values
    • Springer Verlag New York
    • Coles, S.G., An Introduction to Statistical Modeling of Extreme Values. 2001, Springer Verlag, New York.
    • (2001)
    • Coles, S.G.1
  • 6
    • 0003484780 scopus 로고    scopus 로고
    • Bootstrap Methods and Their Application
    • Cambridge University Press
    • Davison, A.C., Hinkley, D.V., Bootstrap Methods and Their Application. 1997, Cambridge University Press.
    • (1997)
    • Davison, A.C.1    Hinkley, D.V.2
  • 7
    • 0003991665 scopus 로고
    • An Introduction to the Bootstrap
    • CRC Press
    • Efron, B., Tibshirani, R.J., An Introduction to the Bootstrap. 1994, CRC Press.
    • (1994)
    • Efron, B.1    Tibshirani, R.J.2
  • 8
    • 84928482271 scopus 로고    scopus 로고
    • Recommended confidence intervals for two independent binomial proportions
    • Fagerland, M.W., Lydersen, S., Laake, P., Recommended confidence intervals for two independent binomial proportions. Stat. Meth. Med. Res. 24:2 (2015), 224–254.
    • (2015) Stat. Meth. Med. Res. , vol.24 , Issue.2 , pp. 224-254
    • Fagerland, M.W.1    Lydersen, S.2    Laake, P.3
  • 9
    • 84978839684 scopus 로고    scopus 로고
    • The international CLIVAR climate of the 20th century plus (C20C+) project: report of the sixth workshop
    • Folland, C., Stone, D., Frederiksen, C., Karoly, D., Kinter, J., The international CLIVAR climate of the 20th century plus (C20C+) project: report of the sixth workshop. CLIVAR Exchanges 19 (2014), 57–59.
    • (2014) CLIVAR Exchanges , vol.19 , pp. 57-59
    • Folland, C.1    Stone, D.2    Frederiksen, C.3    Karoly, D.4    Kinter, J.5
  • 12
    • 84909606588 scopus 로고    scopus 로고
    • On the attribution of a single event to climate change
    • Hansen, G., Auffhammer, M., Solow, A.R., On the attribution of a single event to climate change. J. Clim. 27 (2014), 8297–8301.
    • (2014) J. Clim. , vol.27 , pp. 8297-8301
    • Hansen, G.1    Auffhammer, M.2    Solow, A.R.3
  • 13
    • 84896707401 scopus 로고    scopus 로고
    • Updated high-resolution grids of monthly climatic observations – the CRU TS3.10 dataset
    • Harris, I., Jones, P.D., Osborn, T.J., Lister, D.H., Updated high-resolution grids of monthly climatic observations – the CRU TS3.10 dataset. Int. J. Climatol. 34 (2014), 623–642.
    • (2014) Int. J. Climatol. , vol.34 , pp. 623-642
    • Harris, I.1    Jones, P.D.2    Osborn, T.J.3    Lister, D.H.4
  • 17
    • 84952771596 scopus 로고    scopus 로고
    • What teachers should know about the bootstrap: resampling in the undergraduate statistics curriculum
    • Hesterberg, T.C., What teachers should know about the bootstrap: resampling in the undergraduate statistics curriculum. Am. Statistician 69:4 (2015), 371–386.
    • (2015) Am. Statistician , vol.69 , Issue.4 , pp. 371-386
    • Hesterberg, T.C.1
  • 19
    • 84959432407 scopus 로고    scopus 로고
    • Quantile-based bias correction and uncertainty quantification of extreme event attribution statements
    • Jeon, S., Paciorek, C.J., Wehner, M.F., Quantile-based bias correction and uncertainty quantification of extreme event attribution statements. Weather and Climate Extremes 12 (2016), 24–32.
    • (2016) Weather and Climate Extremes , vol.12 , pp. 24-32
    • Jeon, S.1    Paciorek, C.J.2    Wehner, M.F.3
  • 20
    • 0018077606 scopus 로고
    • Obtaining confidence intervals for the risk ratio in cohort studies
    • Katz, D., Baptista, J., Azen, S., Pike, M., Obtaining confidence intervals for the risk ratio in cohort studies. Biometrics 34 (1978), 469–474.
    • (1978) Biometrics , vol.34 , pp. 469-474
    • Katz, D.1    Baptista, J.2    Azen, S.3    Pike, M.4
  • 21
    • 77954370030 scopus 로고    scopus 로고
    • Challenges in combining projections from multiple climate models
    • Knutti, R., Furrer, R., Tebaldi, C., Cermak, J., Meehl, G.A., Challenges in combining projections from multiple climate models. J. Clim. 23:10 (2010), 2739–2758.
    • (2010) J. Clim. , vol.23 , Issue.10 , pp. 2739-2758
    • Knutti, R.1    Furrer, R.2    Tebaldi, C.3    Cermak, J.4    Meehl, G.A.5
  • 22
    • 0021548948 scopus 로고
    • Confidence intervals for the ratio of two binomial proportions
    • Koopman, P., Confidence intervals for the ratio of two binomial proportions. Biometrics 40 (1984), 513–517.
    • (1984) Biometrics , vol.40 , pp. 513-517
    • Koopman, P.1
  • 23
    • 84974782890 scopus 로고    scopus 로고
    • Evaluating simulated fraction of attributable risk using climate observations
    • Lott, F., Stott, P., Evaluating simulated fraction of attributable risk using climate observations. J. Clim. 29 (2016), 4565–4575.
    • (2016) J. Clim. , vol.29 , pp. 4565-4575
    • Lott, F.1    Stott, P.2
  • 24
    • 84962319847 scopus 로고    scopus 로고
    • Attribution of Extreme Weather Events in the Context of Climate Change
    • The National Academies Press
    • National Academies of Sciences, Engineering, and Medicine, Attribution of Extreme Weather Events in the Context of Climate Change. 2016, The National Academies Press.
    • (2016)
    • National Academies of Sciences, Engineering, and Medicine,1
  • 26
    • 79951789156 scopus 로고    scopus 로고
    • Anthropogenic greenhouse gas contribution to flood risk in England and Wales in autumn 2000
    • Pall, P., Aina, T., Stone, D.A., Stott, P.A., Nozawa, T., Hilberts, A.G.J., Lohmann, D., Allen, M.R., Anthropogenic greenhouse gas contribution to flood risk in England and Wales in autumn 2000. Nature 470:7334 (2011), 382–385.
    • (2011) Nature , vol.470 , Issue.7334 , pp. 382-385
    • Pall, P.1    Aina, T.2    Stone, D.A.3    Stott, P.A.4    Nozawa, T.5    Hilberts, A.G.J.6    Lohmann, D.7    Allen, M.R.8
  • 27
    • 85024929803 scopus 로고    scopus 로고
    • Diagnosing conditional anthropogenic contributions to heavy Colorado rainfall in september 2013
    • Pall, P., Patricola, C., Wehner, M., Stone, D., Paciorek, C., Collins, W., Diagnosing conditional anthropogenic contributions to heavy Colorado rainfall in september 2013. Weather and Climate Extremes, 17(1–6), 2017, 10.1016/j.wace.2017.03.004.
    • (2017) Weather and Climate Extremes , vol.17 , Issue.1-6
    • Pall, P.1    Patricola, C.2    Wehner, M.3    Stone, D.4    Paciorek, C.5    Collins, W.6
  • 29
    • 84864206161 scopus 로고    scopus 로고
    • Explaining extreme events of 2011 from a climate perspective
    • Peterson, T.C., Stott, P.A., Herring, S., Explaining extreme events of 2011 from a climate perspective. Bull. Am. Meteorol. Soc. 93 (2012), 1041–1067.
    • (2012) Bull. Am. Meteorol. Soc. , vol.93 , pp. 1041-1067
    • Peterson, T.C.1    Stott, P.A.2    Herring, S.3
  • 30
    • 84885215965 scopus 로고    scopus 로고
    • Did human influence on climate make the 2011 Texas drought more probable?
    • Rupp, D.E., Mote, P.W., Did human influence on climate make the 2011 Texas drought more probable?. Bull. Am. Meteorol. Soc. 93 (2012), 1052–1054.
    • (2012) Bull. Am. Meteorol. Soc. , vol.93 , pp. 1052-1054
    • Rupp, D.E.1    Mote, P.W.2
  • 31
    • 70350345571 scopus 로고    scopus 로고
    • Bayesian modeling of uncertainty in ensembles of climate models
    • Smith, R.L., Tebaldi, C., Nychka, D., Mearns, L.O., Bayesian modeling of uncertainty in ensembles of climate models. J. Am. Stat. Assoc. 104:485 (2009), 97–116.
    • (2009) J. Am. Stat. Assoc. , vol.104 , Issue.485 , pp. 97-116
    • Smith, R.L.1    Tebaldi, C.2    Nychka, D.3    Mearns, L.O.4
  • 32
    • 24744450365 scopus 로고    scopus 로고
    • The end-to-end attribution problem: from emissions to impacts
    • Stone, D.A., Allen, M.R., The end-to-end attribution problem: from emissions to impacts. Climatic Change 71 (2005), 303–318.
    • (2005) Climatic Change , vol.71 , pp. 303-318
    • Stone, D.A.1    Allen, M.R.2
  • 34
    • 84992325492 scopus 로고    scopus 로고
    • A benchmark estimate of the effect of anthropogenic emissions on the ocean surface
    • (in prep) in prep
    • Stone, D.A., Pall, P., A benchmark estimate of the effect of anthropogenic emissions on the ocean surface. (in prep), 2018 in prep, http://portal.nersc.gov/c20c/pub/StoneDA_PallP_2017.pdf.
    • (2018)
    • Stone, D.A.1    Pall, P.2
  • 36
    • 10344259103 scopus 로고    scopus 로고
    • Human contribution to the European heatwave of 2003
    • Stott, P.A., Stone, D.A., Allen, M.R., Human contribution to the European heatwave of 2003. Nature 432:7017 (2004), 610–614.
    • (2004) Nature , vol.432 , Issue.7017 , pp. 610-614
    • Stott, P.A.1    Stone, D.A.2    Allen, M.R.3
  • 37
    • 84955366933 scopus 로고    scopus 로고
    • Exact confidence intervals for the relative risk and the odds ratio
    • Wang, W., Shan, G., Exact confidence intervals for the relative risk and the odds ratio. Biometrics 71:4 (2015), 985–995.
    • (2015) Biometrics , vol.71 , Issue.4 , pp. 985-995
    • Wang, W.1    Shan, G.2
  • 38
    • 84946650481 scopus 로고
    • Probable inference, the law of succession, and statistical inference
    • Wilson, E., Probable inference, the law of succession, and statistical inference. J. Am. Stat. Assoc. 22 (1927), 209–212.
    • (1927) J. Am. Stat. Assoc. , vol.22 , pp. 209-212
    • Wilson, E.1
  • 39
    • 0025633361 scopus 로고
    • Test statistics and sample size formulae for comparative binomial trials with null hypothesis of non-zero risk difference or non-unity relative risk
    • Farrington, C.P., Manning, G., Test statistics and sample size formulae for comparative binomial trials with null hypothesis of non-zero risk difference or non-unity relative risk. Stat. Med. 9:12 (1990), 1447–1454.
    • (1990) Stat. Med. , vol.9 , Issue.12 , pp. 1447-1454
    • Farrington, C.P.1    Manning, G.2
  • 40
    • 85009290229 scopus 로고    scopus 로고
    • Quantifying the effect of interannual ocean variability on the attribution of extreme climate events to human influence
    • Risser, M.D., Stone, D.A., Paciorek, C.J., Wehner, M.F., Angélil, O., Quantifying the effect of interannual ocean variability on the attribution of extreme climate events to human influence. Climate Dynamics 49:9–10 (2017), 3051–3073.
    • (2017) Climate Dynamics , vol.49 , Issue.9-10 , pp. 3051-3073
    • Risser, M.D.1    Stone, D.A.2    Paciorek, C.J.3    Wehner, M.F.4    Angélil, O.5


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