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Brusco, Michael – INFORMS Transactions on Education, 2022
Logistic regression is one of the most fundamental tools in predictive analytics. Graduate business analytics students are often familiarized with implementation of logistic regression using Python, R, SPSS, or other software packages. However, an understanding of the underlying maximum likelihood model and the mechanics of estimation are often…
Descriptors: Regression (Statistics), Spreadsheets, Data Analysis, Prediction
Hoffman, Heather J.; Elmi, Angelo F. – Journal of Statistics and Data Science Education, 2021
Teaching students statistical programming languages while simultaneously teaching them how to debug erroneous code is challenging. The traditional programming course focuses on error-free learning in class while students' experiences outside of class typically involve error-full learning. While error-free teaching consists of focused lectures…
Descriptors: Statistics Education, Programming Languages, Troubleshooting, Coding
Brückler, Franka Miriam; Milin Šipuš, Željka – European Journal of Science and Mathematics Education, 2023
During the last two years, the COVID-19 pandemic had a secondary effect of increased media content loaded with mathematical, often probabilistic information (and misinformation). Our exploratory study investigates the probabilistic intuitions, misconceptions, biases, and fallacies in conditional probability reasoning of mathematics teacher…
Descriptors: Preservice Teachers, Mathematics Teachers, Mathematics Instruction, Teacher Education Programs
Khatoon, Rabeya; Jones, Elinor – Assessment & Evaluation in Higher Education, 2022
This paper proposes a new way of flipping small group classes in quantitative courses by active reading and peer marking using the virtual learning environment. We aim to engage students in the learning material by attempting a problem followed by peer marking based on some given solution guideline before they are exposed to another similar…
Descriptors: Flipped Classroom, Small Group Instruction, Peer Evaluation, Incentives