Recent Publications

• Wang, S. and Sanchez, J.(2025). An Iterative Design Process to Support Instructors and Instructional Designers in Creating a High-Quality Online Statistics Course. Journal of Applied Instructional Design (JAID)- forthcoming.
• Sanchez, J. (2023). Time Series for Data Scientists , Cambridge University Press.
• Sanchez, J. (2020). Probability for Data Scientists , Cognella 2020. With active learning materials.
• Sanchez, J. Timeseriestime. Solutions, R Programs, Errata Sheet, YouTube videos and other resources for the book "Time Series for Data Scientists." This is often updated with new resources. It is free access.

Research Interests and Other Recent Activities

Research interests

Multivariate statistics , time series, probability, evidence-based teaching, machine learning for time series.

Other Recent Activities

• 2024, February 9th. Machine Learning for Time Series. Part I: Pre-requisites. Statistics Seminar. Mathematics Department at Texas State University, San Marcos.
• 2023 ASA Joint Statistical Meetings in Toronto, Canada. Invited presentation. Converting Statistical Literacy Resources to Data Science Resources.
• USCOTS 2023. My colleague, Dr. Sirui Wang and I presented a breakout session titled Discussing the Role of the Instructor and the Instructional Designer in a Fully Asynchronous course.
• Canvas Sandbox for the USCOTS 2023 presentation. The sandbox contaisn highlights from the asynchronous Stats 100A course that we developed toghether since 2021.
• 2021-2023. Developed, with instructional designer Dr. Sirui Wang, a fully asynchronous version of the Stats 100A course (Introduction to Probability). This was an intense, iterative and very rewarding process. The course was taught every quarter since 2021. The Sandbox gives an idea of some small part of the content.
• ECOTS 2022. Two-day Workshop. VVV of time-stamped data. Can't be a data scientists without the time series analysis skill set. Parts were co-presented with Shiqi Liang.

Future Events

• 2025 ASA Joint Statistical Meetings in Nashville, Tennessee. TBA.
• USCOTS 2025 United States Conference on the Teaching of Statistics .

Juana Sanchez

Last modified: December 2023
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