Preparation, Practice, and Beliefs A Machine Learning Approach to Understanding Teacher Effectiveness

This paper uses machine learning methods to identify key predictors of teacher effectiveness, proxied by student learning gains linked to a teacher over an academic year. Conditional inference forests and the least absolute shrinkage and selection operator are applied to matched student-teacher data...

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Bibliographische Detailangaben

1. Verfasser:	Filmer, Deon (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Washington, D.C The World Bank 2021
Schlagworte:	Education Effective Schools and Teachers Machine Learning Student Achievement Teacher Effectiveness Teacher Mindset Teacher Performance Teacher Value-Added
Online-Zugang:	BSB01 EUV01 HTW01 FHI01 IOS01 URL des Erstveröffentlichers
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