Identification and estimation of marginal effects in nonlinear panel models

@inproceedings{Chernozhukov2008IdentificationAE,
  title={Identification and estimation of marginal effects in nonlinear panel models},
  author={Victor Chernozhukov and Iv{\'a}n Fern{\'a}ndez-Val and J. K. Hahn and Whitney K. Newey},
  year={2008}
}
This paper gives identification and estimation results for marginal effects in nonlinear panel models. We find that linear fixed effects estimators are not consistent, due in part to marginal effects not being identified. We derive bounds for marginal effects and show that they can tighten rapidly as the number of time series observations grows. We also show in numerical calculations that the bounds may be very tight for small numbers of observations, suggesting they may be useful in practice… CONTINUE READING
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References

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Showing 1-10 of 34 references

Inference on Regressions with Interval Data on a Regressor or Outcome,”Econometrica

C. F. Manski, E. Tamer
2002
View 3 Excerpts
Highly Influenced

Introduction to Linear Optimization

D. Bertsimas, J. N. Tsitsiklis
Athena Scientific, • 1997
View 1 Excerpt
Highly Influenced

Recursive Methods in Economic Dynamics

N. L. Stokey, R. E. Lucas
1989
View 1 Excerpt
Highly Influenced

Conditional Inference and Models for Measuring. Copenhagen: Mentalhygiejnisk Forlag

E. Andersen
1973
View 3 Excerpts
Highly Influenced

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