Kemitraan Library

  • Home
  • Information
  • News
  • Help
  • Librarian
  • Member Area
  • Select Language :
    Arabic Bengali Brazilian Portuguese English Espanol German Indonesian Japanese Malay Persian Russian Thai Turkish Urdu

Search by :

ALL Author Subject ISBN/ISSN Advanced Search

Last search:

{{tmpObj[k].text}}
Image of Heterogeneous Treatment Effects: What Does a Regression Estimate?

Journal Articles

Heterogeneous Treatment Effects: What Does a Regression Estimate?

Rhodes, William - Personal Name;

Regressions that control for confounding factors are the workhorse of evaluation research. When treatment effects are heterogeneous, however, the workhorse regression leads to estimated treatment effects that lack behavioral interpretations even when the selection on observables assumption holds. Regressions that use propensity scores as weights and regressions based on random coefficients or hierarchical models provide alternative estimators that have clear behavioral interpretations. Assuming selection on the observables and heterogeneous treatment effects, this article (a) shows what is identified as the treatment effect in the workhorse model, (b) shows what is identified as the treatment effect by propensity score models and models based on random coefficients/ hierarchical models, and (c) provides advice for evaluators.


Availability

No copy data

Detail Information
Series Title
Evaluation Review
Call Number
-
Publisher
: sage publisher., 2010
Collation
-
Language
English
ISBN/ISSN
0193841x
Classification
-
Content Type
-
Media Type
-
Carrier Type
-
Edition
Vol. 34 no. 4 August 2010, pp. 334-361
Subject(s)
regression
Propensity Score
Heterogenous treatment effects
Random effects
Hierarchical models
Specific Detail Info
-
Statement of Responsibility
-
Other version/related

No other version available

File Attachment
No Data
Comments

You must be logged in to post a comment

Kemitraan Library
  • Information
  • Services
  • Librarian
  • Member Area

About Us

Established in 2003, the Library of Kemitraan was originally designed to record and collect all Kemitraan and grantees publications. However, today it broadly develops and serves more sectors to expand the collection to facilitate research activities, particularly since the inception of the Knowledge and Research Management within Kemitraan.

Search

start it by typing one or more keywords for title, author or subject

Keep SLiMS Alive Want to Contribute?

© 2025 — Senayan Developer Community

Powered by SLiMS
Select the topic you are interested in
  • Computer Science, Information & General Works
  • Philosophy & Psychology
  • Religion
  • Social Sciences
  • Language
  • Pure Science
  • Applied Sciences
  • Art & Recreation
  • Literature
  • History & Geography
Icons made by Freepik from www.flaticon.com
Advanced Search