Program evaluation and random program starts
This paper discusses the evaluation problem using observational data when the timing of treatment is an outcome of a stochastic process. We show that, without additional assumptions, it is not possible to estimate the average treatment effect and treatment on the treated. It is, however, possible to estimate the effect of treatment on the treated up to a certain time point. We propose an estimator to estimate this effect and show that it is possible to test for an average treatment effect.
|Date of creation:||17 Dec 2002|
|Date of revision:|
|Publication status:||Published in Journal of Business & Economic Statistics, 2008, pages 435-445.|
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- Richardson, Katarina & van den Berg, Gerard J., 2002. "The effect of vocational employment training on the individual transition rate from unemployment to work," Working Paper Series 2002:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
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