A Simple Procedure for the Evaluation of Treatment Effects on Duration Variables
Abstract
Often, a treatment and the outcome of interest are characterized by the moment they occur, and these moments are realizations of stochastic processes with dependent unobserved determinants. We develop a simple and intuitive method for inference on the treatment effect. The method can be implemented as a graphical procedure or as a straightforward parameter test in an auxiliary univariate single-spell duration model. The method exploits information on the timing of the treatment relative to the outcome that is discarded in binary treatment analyses.Download Info
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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 810.Length: 47 pages
Date of creation: Jun 2003
Date of revision:
Handle: RePEc:iza:izadps:dp810
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Related research
Keywords: duration analysis; hazard rate; selectivity bias; treatment effect; unobserved heterogeneity;Other versions of this item:
- Abbring, Jaap H & van den Berg, Gerard J, 2003. "A simple procedure for the evaluation of treatment effects on duration variables," Working Paper Series 2003:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Svarer, Michael, 2007.
"The Effect of Sanctions on the Job Finding Rate: Evidence from Denmark,"
IZA Discussion Papers
3015, Institute for the Study of Labor (IZA).
- Michael Svarer, 2007. "The Effect of Sanctions on the Job Finding Rate: Evidence from Denmark," Economics Working Papers 2007-10, School of Economics and Management, University of Aarhus.
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