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Will the last be first and the first last? The role of classroom registers in cognitive skill acquisition

Author Contributions Conceptualization: Francesca Borgonovi, Maciej Jakubowski. Data curation: Artur Pokropek. Formal analysis: Francesca Borgonovi, Maciej Jakubowski. Methodology: Francesca Borgonovi ... , Maciej Jakubowski, Artur Pokropek. Project administration: Artur Pokropek. Visualization: Maciej Jakubowski. Writing ± original draft: Francesca Borgonovi, Maciej Jakubowski, Artur Pokropek. Writing

Latent variables and propensity score matching: a simulation study with application to data from the Programme for International Student Assessment in Poland

Maciej Jakubowski JEL Classification This paper examines how including latent variables can benefit propensity score matching. Latent variables can be estimated from the observed manifest variables