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Emma Mary Klugman – ProQuest LLC, 2024
Statistics & data science are growing, rapidly evolving, and increasingly important for an informed citizenry in a data-saturated world. In this dissertation, I address two central questions: (1) who is taking statistics? and (2) what are statistics courses teaching? I estimate that 920,000 US students take statistics in high school each year,…
Descriptors: Data Science, Statistics Education, High School Students, Profiles
Guillermo Daniel Palacios Diaz – ProQuest LLC, 2024
This dissertation comprises three chapters. The first two address issues within the education system, focusing on strategies to attract and retain high-quality teachers in the public sector. The third chapter, a collaborative effort with Martin Martinez and Miguel Saldarriaga, explores the application of machine learning tools for nowcasting…
Descriptors: Data Science, Personnel Selection, Teacher Persistence, Teacher Effectiveness