Matching, regression discontinuity, difference in differences, and beyond /
Material type: TextDescription: xviii, 257 pagesISBN: 9780190258740 (paperback)Subject(s): Econometrics | Statistical matching | Regression analysis | Economics | BUSINESS & ECONOMICS / Econometrics | BUSINESS & ECONOMICS / Statistics | MATHEMATICS / Probability & Statistics / GeneralDDC classification: 330.01/5195Item type | Current library | Call number | Status | Date due | Barcode |
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Books | Jos Study Centre | HB139 .L44 2016 (Browse shelf(Opens below)) | Available | 0181612 | |
Books | Gabriel Afolabi Ojo Central Library (Headquarters). | HB139 .L424 2016 (Browse shelf(Opens below)) | Available | 0160223 | |
Books | Gabriel Afolabi Ojo Central Library (Headquarters). | HB139 .L424 2016 (Browse shelf(Opens below)) | Available | 0160150 |
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HB135 .J33 2009 English garden embroidery : | HB135 .J33 2009 Mathematics for Economics and Business / | HB139 .G84 2009 BASIC ECONOMETRICS | HB139 .L44 2016 Matching, regression discontinuity, difference in differences, and beyond / | HB161 .M54 1987 Principles of political economy : with some of their application to philosophy | HB165 .A33 2011 Discovering Entrepreneurship Opportunities: A Practical Approach to Entreprenuership Development | HB165 .A33 2011018 Discovering Entrepreneurship Opportunities: A Practical Approach to Entreprenuership Development |
Machine generated contents note: -- Chapter 1: Basics of Treatment Effect Analysis -- Chapter 2: Matching -- Chapter 3: Non-Matching and Sample Selection -- Chapter 4: Regression Discontinuity (RD) -- Chapter 5: Difference in Differences (DD) -- Chapter 6: Triple Difference (TD) and Beyond -- Appendix -- Online GAUSS Programs (PS for Propensity Score) -- References.
" This book reviews the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. The book introduces the underlying econometric/statistical ideas, shows what is identified and how the identified parameters are estimated, and then illustrates how they are applied with real empirical examples. The book emphasizes how to implement the three methods with data: many data and programs are provided in the online appendix. All readers---theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students---will find something useful in the book from different perspectives. "--
"A review of the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences"--
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