A general method of incorporating forecast cost and loss in value scores

被引:4
作者
Briggs, W [1 ]
机构
[1] Weill Cornell Med Coll, New York, NY 10021 USA
关键词
D O I
10.1175/MWR3031.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
In this note, the author shows how to incorporate cost for correct forecasts in the skill score statistical test developed by Briggs and Ruppert and how to extend this result to another value score developed by Wilks. It is then shown that both of these methods are special cases of a more general complete value score, where the loss and costs are allowed to be completely general.
引用
收藏
页码:3393 / 3397
页数:5
相关论文
共 9 条
[1]   Incorporating misclassification error in skill assessment [J].
Briggs, W ;
Pocernich, M ;
Ruppert, D .
MONTHLY WEATHER REVIEW, 2005, 133 (11) :3382-3392
[2]   Assessing the skill of yes/no predictions [J].
Briggs, W ;
Ruppert, D .
BIOMETRICS, 2005, 61 (03) :799-807
[3]  
BRIGGS WM, 2004, 17 C PROB STAT ATM S
[4]  
Hamill TM, 1999, WEATHER FORECAST, V14, P155, DOI 10.1175/1520-0434(1999)014<0155:HTFENP>2.0.CO
[5]  
2
[6]   Skill and relative economic value of the ECMWF ensemble prediction system [J].
Richardson, DS .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2000, 126 (563) :649-667
[7]   ASYMPTOTIC PROPERTIES OF MAXIMUM-LIKELIHOOD ESTIMATORS AND LIKELIHOOD RATIO TESTS UNDER NONSTANDARD CONDITIONS [J].
SELF, SG ;
LIANG, KY .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1987, 82 (398) :605-610
[8]  
Wilks D. S., 1995, STAT METHODS ATMOSPH
[9]   A skill score based on economic value for probability forecasts [J].
Wilks, DS .
METEOROLOGICAL APPLICATIONS, 2001, 8 (02) :209-219