Arbeitspapier
A graphical approximation to generalization: Definitions and diagrams
The fundamental problem of external validity is not to generalize from one experiment, so much as to experimentally test generalizable theories. That is, theories that explain the systematic variation of causal effects across contexts. Here we show how the graphical language of causal diagrams can be used in this endeavour. Specifically we show how generalization is a causal problem, how a causal approach is more robust than a purely predictive one, and how causal diagrams can be adapted to convey partial parametric information about interactions.
- ISBN
-
978-92-9230-659-5
- Sprache
-
Englisch
- Erschienen in
-
Series: WIDER Working Paper ; No. 2013/082
- Klassifikation
-
Wirtschaft
Methodological Issues: General
Design of Experiments: Other
- Thema
-
generalized causal inference
external validity
causal diagrams
policy experiments
non-parametric methods
econometric methodology
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Martel García, Fernando
Wantchekon, Leonard
- Ereignis
-
Veröffentlichung
- (wer)
-
The United Nations University World Institute for Development Economics Research (UNU-WIDER)
- (wo)
-
Helsinki
- (wann)
-
2013
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:44 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Martel García, Fernando
- Wantchekon, Leonard
- The United Nations University World Institute for Development Economics Research (UNU-WIDER)
Entstanden
- 2013
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