Regression Discontinuity Designs in Economics
GPTKB entity
Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:research
|
| gptkbp:alternativeTo |
randomized controlled trials
|
| gptkbp:application |
public policy analysis
labor economics education policy evaluation |
| gptkbp:assumes |
continuity of potential outcomes
no manipulation around cutoff |
| gptkbp:diagnostic_tool |
McCrary test
|
| gptkbp:feature |
assignment variable with cutoff
|
| gptkbp:field |
economics
|
| gptkbp:key_paper |
Regression Discontinuity Designs in Economics by David S. Lee and Thomas Lemieux (2010)
|
| gptkbp:limitation |
local validity
requires large sample size near cutoff sensitive to functional form |
| gptkbp:method |
quasi-experimental design
|
| gptkbp:popularizedBy |
gptkb:Guido_Imbens
gptkb:David_S._Lee |
| gptkbp:publishedIn |
gptkb:Journal_of_Economic_Literature
|
| gptkbp:relatedTo |
instrumental variables
difference-in-differences causal inference in social sciences |
| gptkbp:requires |
clear assignment rule
sufficient data near cutoff |
| gptkbp:statistical_technique |
gptkb:polynomial_regression
local linear regression |
| gptkbp:type |
fuzzy regression discontinuity
sharp regression discontinuity |
| gptkbp:usedFor |
causal inference
policy evaluation estimating treatment effects |
| gptkbp:bfsParent |
gptkb:David_S._Lee
|
| gptkbp:bfsLayer |
7
|
| http://www.w3.org/2000/01/rdf-schema#label |
Regression Discontinuity Designs in Economics
|