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    Using Panel Data Analysis to Estimate DEA Confidence Intervals Adjusted for the Environment

    Source: Journal of Transportation Engineering, Part A: Systems:;2008:;Volume ( 134 ):;issue: 005
    Author:
    Darold T. Barnum
    ,
    John M. Gleason
    ,
    Brendon Hemily
    DOI: 10.1061/(ASCE)0733-947X(2008)134:5(215)
    Publisher: American Society of Civil Engineers
    Abstract: This paper illustrates three concepts new to the data envelopment analysis (DEA) literature, and applies them to data from Canadian paratransit agencies. First, it predicts valid confidence intervals and trends for each agency’s true efficiency. Second, it uses panel data analysis methodology, a set of statistical procedures that are more likely to produce valid estimates than those commonly used in DEA studies. Third, it uses a new method of identifying and adjusting for environmental effects that has more power than conventional procedures.
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      Using Panel Data Analysis to Estimate DEA Confidence Intervals Adjusted for the Environment

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    contributor authorDarold T. Barnum
    contributor authorJohn M. Gleason
    contributor authorBrendon Hemily
    date accessioned2017-05-08T21:05:06Z
    date available2017-05-08T21:05:06Z
    date copyrightMay 2008
    date issued2008
    identifier other%28asce%290733-947x%282008%29134%3A5%28215%29.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/38061
    description abstractThis paper illustrates three concepts new to the data envelopment analysis (DEA) literature, and applies them to data from Canadian paratransit agencies. First, it predicts valid confidence intervals and trends for each agency’s true efficiency. Second, it uses panel data analysis methodology, a set of statistical procedures that are more likely to produce valid estimates than those commonly used in DEA studies. Third, it uses a new method of identifying and adjusting for environmental effects that has more power than conventional procedures.
    publisherAmerican Society of Civil Engineers
    titleUsing Panel Data Analysis to Estimate DEA Confidence Intervals Adjusted for the Environment
    typeJournal Paper
    journal volume134
    journal issue5
    journal titleJournal of Transportation Engineering, Part A: Systems
    identifier doi10.1061/(ASCE)0733-947X(2008)134:5(215)
    treeJournal of Transportation Engineering, Part A: Systems:;2008:;Volume ( 134 ):;issue: 005
    contenttypeFulltext
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