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Monika Avila Márquez Souchon

Publications

Working papers

"Dynamic Heterogeneous Linear Models for Three-level Panel Data with Short Time Dimension and Stratification"

Krishnakumar J., Avila Márquez M.,

Matyas L., Badi Baltagi (eds) Seven Decades of Econometrics and Beyond, A tribute to the life and work of Marc Nerlove. 1st Edition. Springer

"Random Coefficient Models"

Krishnakumar J., Avila Márquez M., Balazsi L. (2017) In: Matyas L. (eds) The Econometrics of Multi-dimensional Panels. Advanced Studies in Theoretical and Applied Econometrics, vol 50. Springer, Cham.

"Weak instrumental variables due to nonlinearities in panel data: A Super Learner Control Function estimator" (Submitted)

An R Package is available on request

"Panel data models with fixed effects and endogeneity: a Machine learning and Control Function approach"

"Identification and Estimation of Triangular Models without Exclusion Restrictions"

with Krishnakumar J.

"On the use of Machine Learning methods to estimate Triangular Two-level Panel Data Models with Individual Fixed Effects"

Presented in July 2023 at the 28th International Panel Data Conference at the University of Amsterdam.

"Selection of random effects in linear crossed random effects models "

with Olivier Renaud.

"DiD and Event studies with interference"

with Julius Owusu.

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