Arbeitspapier

Time-varying linear transformation models with fixed effects and endogeneity for short panels

This paper considers a class of fixed-T nonlinear panel models with timevarying link function, fixed effects, and endogenous regressors. We establish sufficient conditions for the identification of the regression coefficients, the time-varying link function, the distribution of counterfactual outcomes, and certain (time-varying) average partial effects. We propose estimators for these objects and study their asymptotic properties. We show the relevance of our model by estimating the effect of teaching practices on student attainment as measured by test scores on standardized tests in mathematics and science. We use data from the Trends in International Mathematics and Science Study, and show that both traditional and modern teaching practices have positive effects of similar magnitudes on the performance of U.S. students on standardized tests in math and science.

Sprache
Englisch

Erschienen in
Series: cemmap working paper ; No. CWP06/22

Klassifikation
Wirtschaft
Thema
Lernmethode
Bildungsniveau
Panel
Nichtlineare Regression
Schätztheorie
USA

Ereignis
Geistige Schöpfung
(wer)
Botosaru, Irene
Muris, Chris
Sokullu, Senay
Ereignis
Veröffentlichung
(wer)
Centre for Microdata Methods and Practice (cemmap)
(wo)
London
(wann)
2022

DOI
doi:10.47004/wp.cem.2022.0622
Handle
Letzte Aktualisierung
10.03.2025, 11:42 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.

Objekttyp

  • Arbeitspapier

Beteiligte

  • Botosaru, Irene
  • Muris, Chris
  • Sokullu, Senay
  • Centre for Microdata Methods and Practice (cemmap)

Entstanden

  • 2022

Ähnliche Objekte (12)