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Bibframe Work

Title
Matching, regression discontinuity, difference in differences, and beyond
Type
Text
Monograph
Multimedia
Contribution
Lee, Myoung-jae (Author)
Subject
Econometrics (LCSH)
Statistical matching (LCSH)
Regression analysis (LCSH)
Economics--Research--Methodology (LCSH)
BUSINESS & ECONOMICS / Econometrics (BISACSH)
BUSINESS & ECONOMICS / Statistics (BISACSH)
MATHEMATICS / Probability & Statistics / General (BISACSH)
Language
English
Classification
LCC: HB139 (Assigner: dlc) (Status: not used by assigner)
DDC: 330.01/5195 full (Assigner: dlc)(Source: 23)
BUS021000 (Source: bisacsh)
BUS061000 (Source: bisacsh)
MAT029000 (Source: bisacsh)
Supplementary Content
bibliography
index
Content
text
Summary
" 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. "-- Provided by publisher.
"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"-- Provided by publisher.
Table Of Contents
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.
Authorized Access Point
Lee, Myoung-jae Matching, regression discontinuity, difference in differences, and beyond
Admin Metadata
Generation Process: DLC marc2bibframe2 v2.5.0
Status: changed
Encoding Level: prepublication
Identified By: bf:Local, 19075734
Change Date: 2016-05-02T07:30:36
Creation Date: 2016-05-02
Description Language: English
Description Authentication: Program for Cooperative Cataloging
Assigner: United States, Library of Congress