Behaviour of verification measures for deterministic binary forecasts with respect to random changes and thresholding
作者： Agostino Manzato , Ian Jolliffe
DOI: 10.1002/QJ.3050
关键词: Forecast verification 、 Mathematics 、 Statistics 、 Posterior probability 、 Thresholding 、 Binary number
摘要:
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sci-hub.se 参考文章(26)
Caren Marzban, The ROC Curve and the Area under It as Performance Measures Weather and Forecasting. ,vol. 19, pp. 1106- 1114 ,(2004) , 10.1175/825.1
Robin J. Hogan, Ian B. Mason, Deterministic Forecasts of Binary Events John Wiley & Sons, Ltd. pp. 31- 59 ,(2012) , 10.1002/9781119960003.CH3
Agostino Manzato, Sounding-derived indices for neural network based short-term thunderstorm and rainfall forecasts Atmospheric Research. ,vol. 83, pp. 349- 365 ,(2007) , 10.1016/J.ATMOSRES.2005.10.021
Agostino Manzato, A Note On the Maximum Peirce Skill Score Weather and Forecasting. ,vol. 22, pp. 1148- 1154 ,(2007) , 10.1175/WAF1041.1
Arturo Pucillo, Agostino Manzato, Usefulness and skill of station-derived predictors in forecasting storm occurrence and intensity Atmospheric Research. ,vol. 123, pp. 31- 47 ,(2013) , 10.1016/J.ATMOSRES.2012.10.016
Ian Mason, On Reducing Probability Forecasts to Yes/No Forecasts Monthly Weather Review. ,vol. 107, pp. 207- 211 ,(1979) , 10.1175/1520-0493(1979)107<0207:ORPFTY>2.0.CO;2
Michael E. Baldwin, John S. Kain, Sensitivity of Several Performance Measures to Displacement Error, Bias, and Event Frequency Weather and Forecasting. ,vol. 21, pp. 636- 648 ,(2006) , 10.1175/WAF933.1
D. B. Stephenson, B. Casati, C. A. T. Ferro, C. A. Wilson, The extreme dependency score: a non-vanishing measure for forecasts of rare events Meteorological Applications. ,vol. 15, pp. 41- 50 ,(2008) , 10.1002/MET.53
Cristina Primo, Anna Ghelli, The affect of the base rate on the extreme dependency score Meteorological Applications. ,vol. 16, pp. 533- 535 ,(2009) , 10.1002/MET.152
C. S. PEIRCE, The numerical measure of the success of predictions Science. ,vol. ns-4, pp. 453- 454 ,(1884) , 10.1126/SCIENCE.NS-4.93.453-A