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    A COMPARISON OF SCATTER-DIAGRAM ANALYSIS WITH DISCRIMINANT ANALYSIS AND A NOTE ON MAXIMIZING THE SKILL SCORE

    Source: Monthly Weather Review:;1964:;volume( 092 ):;issue: 011::page 509
    Author:
    GLAHN, HARRY R.
    ,
    ALLEN, ROGER A.
    DOI: 10.1175/1520-0493(1964)092<0509:ACOSAW>2.3.CO;2
    Publisher: American Meteorological Society
    Abstract: TWO questions concerning statistical objective forecasting systems are investigated: (1) Does multiple discriminant analysis (MDA) yield better results than do scatter-diagram analyses made by meteorologists experienced in their use? (2) How should categorical forecasts be derived from probability estimates when it is desired to maximize the Heidke skill score? It is determined that for the particular case tested, a small sample of data and two predictor variables, a subjective analysis will usually yield a better probability forecast than MDA. A method devised by Bryan for making categorical forecasts from probability estimates appears to give better results on test data than do two other methods investigated.
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      A COMPARISON OF SCATTER-DIAGRAM ANALYSIS WITH DISCRIMINANT ANALYSIS AND A NOTE ON MAXIMIZING THE SKILL SCORE

    URI
    https://yetl.yabesh.ir/yetl1/handle/yetl/4197903
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    • Monthly Weather Review

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    contributor authorGLAHN, HARRY R.
    contributor authorALLEN, ROGER A.
    date accessioned2017-06-09T15:57:41Z
    date available2017-06-09T15:57:41Z
    date copyright1964/11/01
    date issued1964
    identifier issn0027-0644
    identifier otherams-57554.pdf
    identifier urihttp://onlinelibrary.yabesh.ir/handle/yetl/4197903
    description abstractTWO questions concerning statistical objective forecasting systems are investigated: (1) Does multiple discriminant analysis (MDA) yield better results than do scatter-diagram analyses made by meteorologists experienced in their use? (2) How should categorical forecasts be derived from probability estimates when it is desired to maximize the Heidke skill score? It is determined that for the particular case tested, a small sample of data and two predictor variables, a subjective analysis will usually yield a better probability forecast than MDA. A method devised by Bryan for making categorical forecasts from probability estimates appears to give better results on test data than do two other methods investigated.
    publisherAmerican Meteorological Society
    titleA COMPARISON OF SCATTER-DIAGRAM ANALYSIS WITH DISCRIMINANT ANALYSIS AND A NOTE ON MAXIMIZING THE SKILL SCORE
    typeJournal Paper
    journal volume92
    journal issue11
    journal titleMonthly Weather Review
    identifier doi10.1175/1520-0493(1964)092<0509:ACOSAW>2.3.CO;2
    journal fristpage509
    journal lastpage512
    treeMonthly Weather Review:;1964:;volume( 092 ):;issue: 011
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
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