3 papers
stat.OT2020
"Playing the whole game": A data collection and analysis exercise with Google Calendar
Albert Y. Kim, Johanna Hardin
We provide a computational exercise suitable for early introduction in an undergraduate statistics or data science course that allows students to 'play the whole game' of data scie…
stat.ML2019
A Unified Framework for Random Forest Prediction Error Estimation
Benjamin Lu, Johanna Hardin
We introduce a unified framework for random forest prediction error estimation based on a novel estimator of the conditional prediction error distribution function. Our framework e…
stat.OT2018
Using GitHub Classroom To Teach Statistics
Jacob Fiksel, Johanna S. Hardin, Leah R. Jager +1
Git and GitHub are common tools for keeping track of multiple versions of data analytic content, which allow for more than one person to simultaneously work on a project. GitHub Cl…