Regression–discontinuity analysis: a survey of recent developments in economics

W Van der Klaauw - Labour, 2008 - Wiley Online Library
This paper provides a discussion of recent developments related to the applicability of the
regression discontinuity design in economics. It reviews econometric issues, such as …

Programme evaluation with multiple treatments

M Frölich - Journal of Economic Surveys, 2004 - Wiley Online Library
This paper reviews the main identification and estimation strategies for microeconometric
policy evaluation. Particular emphasis is laid on evaluating policies consisting of multiple …

[图书][B] Natural experiments in the social sciences: A design-based approach

T Dunning - 2012 - books.google.com
This unique book is the first comprehensive guide to the discovery, analysis, and evaluation
of natural experiments-an increasingly popular methodology in the social sciences. Thad …

Regression discontinuity designs in economics

DS Lee, T Lemieux - Journal of economic literature, 2010 - aeaweb.org
This paper provides an introduction and “user guide” to Regression Discontinuity (RD)
designs for empirical researchers. It presents the basic theory behind the research design …

Regression discontinuity designs: A guide to practice

GW Imbens, T Lemieux - Journal of econometrics, 2008 - Elsevier
In regression discontinuity (RD) designs for evaluating causal effects of interventions,
assignment to a treatment is determined at least partly by the value of an observed covariate …

Identification and estimation of treatment effects with a regression-discontinuity design

J Hahn, P Todd, W Van der Klaauw - Econometrica, 2001 - JSTOR
THE REGRESSION DISCONTINUITY (RD) data design is a quasi-experimental design with
the defining characteristic that the probability of receiving treatment changes discontinuously …

Remedial education and student achievement: A regression-discontinuity analysis

BA Jacob, L Lefgren - Review of economics and statistics, 2004 - direct.mit.edu
As standards and accountability have become increasingly prominent features of the
educational landscape, educators have relied more on remedial programs such as summer …

New evidence on classroom computers and pupil learning

J Angrist, V Lavy - The Economic Journal, 2002 - academic.oup.com
How technology affects learning has been at the centre of recent debates over educational
inputs. In 1994, the Israeli State Lottery sponsored the installation of computers in many …

Party bias in union representation elections: Testing for manipulation in the regression discontinuity design when the running variable is discrete

BR Frandsen - Regression discontinuity designs: Theory and …, 2017 - emerald.com
Conventional tests of the regression discontinuity design's identifying restrictions can
perform poorly when the running variable is discrete. This paper proposes a test for …

The impact of teacher training on student achievement: Quasi-experimental evidence from school reform efforts in Chicago

BA Jacob, L Lefgren - Journal of Human Resources, 2004 - jhr.uwpress.org
While there is a substantial literature on the relationship between general teacher
characteristics and student learning, school districts and states often rely on in-service …