22 citations · 68 across the 10 of their papers we have counts for
10 papers
See You at the Posterior Line: Learning Bayesian Modeling Through a Car Racing Game
Federica Zoe Ricci, Mine Dogucu
We present an interactive classroom activity designed to address a central challenge in teaching introductory Bayesian statistics: how to formalize subjective knowledge and availab…
Engaging students with statistics through choice of real data context on homework
Catalina Medina, Mine Dogucu
Statistics educators recommend teaching with real data with relevant contexts, but defining relevancy is challenging and varies by student. We investigated whether providing studen…
Statisticians Training STEM Educators in Statistics Methods and Pedagogy: A Case Study of Instructor Training in Bayesian Methods
Mine Dogucu, Jingchen Hu, Amy H Herring
Educating the next generation of scientists in statistical methodology is an important task. Educating their instructors in statistical content knowledge and pedagogical knowledge…
A Systematic Literature Review of Undergraduate Data Science Education Research
Mine Dogucu, Sinem Demirci, Harry Bendekgey +2
The presence of data science has been profound in the scientific community in almost every discipline. An important part of the data science education expansion has been at the und…
Automated grading workflows for providing personalized feedback to open-ended data science assignments
Federica Zoe Ricci, Catalina Mari Medina, Mine Dogucu
Open-ended assignments - such as lab reports and semester-long projects - provide data science and statistics students with opportunities for developing communication, critical thi…
The Design and Implementation of a Bayesian Data Analysis Lesson for Pre-Service Mathematics and Science Teachers
Mine Dogucu, Sibel Kazak, Joshua Rosenberg
With the rise of the popularity of Bayesian methods and accessible computer software, teaching and learning about Bayesian methods are expanding. However, most educational opportun…
Teaching Visual Accessibility in Introductory Data Science Classes with Multi-Modal Data Representations
JooYoung Seo, Mine Dogucu
Although there are various ways to represent data patterns and models, visualization has been primarily taught in many data science courses for its efficiency. Such vision-dependen…
Tools and Recommendations for Reproducible Teaching
Mine Dogucu, Mine Cetinkaya-Rundel
It is recommended that teacher-scholars of data science adopt reproducible workflows in their research as scholars and teach reproducible workflows to their students. In this paper…
Framework for Accessible and Inclusive Teaching Materials for Statistics and Data Science Courses
Mine Dogucu, Alicia A. Johnson, Miles Ott
Despite rapid growth in the data science workforce, people of color, women, those with disabilities, and others remain underrepresented in, underserved by, and sometimes excluded f…
The Current State of Undergraduate Bayesian Education and Recommendations for the Future
Mine Dogucu, Jingchen Hu
As a result of the increased emphasis on mis- and over-use of -values in scientific research and the rise in popularity of Bayesian statistics, Bayesian education is becoming mo…