7. Assessing Bias in the Estimation of Causal Effects: Rosenbaum Bounds on Matching Estimators and Instrumental Variables Estimation with Imperfect Instruments
- 1 December 2004
- journal article
- Published by SAGE Publications in Sociological Methodology
- Vol. 34 (1), 271-310
- https://doi.org/10.1111/j.0081-1750.2004.00154.x
Abstract
No abstract availableKeywords
This publication has 21 references indexed in Scilit:
- Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A ReviewThe Review of Economics and Statistics, 2004
- Counterfactual Models of Neighborhood Effects: The Effect of Neighborhood Poverty on Dropping Out and Teenage PregnancyAmerican Journal of Sociology, 2003
- Treatment Effect Heterogeneity in Theory and PracticePublished by National Bureau of Economic Research ,2003
- Impact of a Confounding Variable on a Regression CoefficientSociological Methods & Research, 2000
- Nonparametric bounds on employment and income effects of continuous vocational training in East GermanyThe Econometrics Journal, 1999
- Dual and simultaneous sensitivity analysis for matched pairsBiometrika, 1998
- Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program EvaluationsThe Journal of Human Resources, 1997
- Identification of Causal Effects Using Instrumental VariablesJournal of the American Statistical Association, 1996
- Identification and Estimation of Local Average Treatment EffectsEconometrica, 1994
- Statistics and Causal InferenceJournal of the American Statistical Association, 1986