Matching, regression discontinuity, difference in differences, and beyond / (Record no. 2571)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01925cam a2200229 i 4500 |
| INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780190258740 (paperback) |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 330.01/5195 |
| MAIN ENTRY--AUTHOR NAME | |
| Personal name | Lee, Myoung-jae, |
| TITLE STATEMENT | |
| Title | Matching, regression discontinuity, difference in differences, and beyond / |
| PHYSICAL DESCRIPTION | |
| Number of Pages | xviii, 257 pages ; |
| FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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. |
| SUMMARY, ETC. | |
| Summary, etc | " 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. "-- |
| SUMMARY, ETC. | |
| Summary, etc | "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"-- |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Econometrics. |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistical matching. |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Regression analysis. |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Economics |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | BUSINESS & ECONOMICS / Econometrics. |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | BUSINESS & ECONOMICS / Statistics. |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | MATHEMATICS / Probability & Statistics / General. |
| ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Permanent Location | Current Location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|
| Jos Study Centre | Jos Study Centre | 08/17/2023 | HB139 .L44 2016 | 0181612 | Books |
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 02/02/2023 | HB139 .L424 2016 | 0160223 | Books |
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 02/02/2023 | HB139 .L424 2016 | 0160150 | Books |