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Matching, Regression Discontinuity, Difference in Differences, and Beyond

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Τίτλος: Matching, Regression Discontinuity, Difference in Differences, and Beyond
Περιγραφή: Myoung-jae Lee reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. This book introduces the underlying econometric and statistical ideas, shows what is identified and how the identified parameters are estimated, and illustrates how they are applied with real empirical examples. Lee emphasizes how to implement the three methods with data: data and programs are provided in a useful online appendix. All readers-theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students-will find something useful in the book from different perspectives.
Συγγραφείς: Myoung-jae Lee
Resource Type: eBook.
Θέματα: Econometrics, Statistical matching, Regression analysis, Economics--Research--Methodology, BUSINESS & ECONOMICS / Econometrics, BUSINESS & ECONOMICS / Statistics, MATHEMATICS / Probability & Statistics / General
Categories: BUSINESS & ECONOMICS / Econometrics, BUSINESS & ECONOMICS / Statistics, MATHEMATICS / Probability & Statistics / General
Βάση Δεδομένων: eBook Index
FullText Text:
  Availability: 0
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DbLabel: eBook Index
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AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 924.640747070313
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  Data: Myoung-jae Lee reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. This book introduces the underlying econometric and statistical ideas, shows what is identified and how the identified parameters are estimated, and illustrates how they are applied with real empirical examples. Lee emphasizes how to implement the three methods with data: data and programs are provided in a useful online appendix. All readers-theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students-will find something useful in the book from different perspectives.
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RecordInfo BibRecord:
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      – Code: 330.01
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Econometrics
        Type: general
      – SubjectFull: Statistical matching
        Type: general
      – SubjectFull: Regression analysis
        Type: general
      – SubjectFull: Economics--Research--Methodology
        Type: general
      – SubjectFull: BUSINESS & ECONOMICS / Econometrics
        Type: general
      – SubjectFull: BUSINESS & ECONOMICS / Statistics
        Type: general
      – SubjectFull: MATHEMATICS / Probability & Statistics / General
        Type: general
    Titles:
      – TitleFull: Matching, Regression Discontinuity, Difference in Differences, and Beyond
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            NameFull: Myoung-jae Lee
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2016
            – D: 13
              M: 07
              Type: profile
              Y: 2016
          Identifiers:
            – Type: isbn-print
              Value: 9780190258733
            – Type: isbn-print
              Value: 9780190258740
            – Type: isbn-electronic
              Value: 9780190258757
            – Type: isbn-electronic
              Value: 9780190258764
          Titles:
            – TitleFull: Matching, Regression Discontinuity, Difference in Differences, and Beyond
              Type: main
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