Mar 29, 2024  
2017-2018 Academic Bulletin (Catalog) (Jan 2018) 
    
2017-2018 Academic Bulletin (Catalog) (Jan 2018) [ARCHIVED CATALOG]

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BIOE 864 - Data Science 2: Statistical Methods for Observational Studies


Cr Hrs: 1 (16-0-0)

This second course in data science Data Science 2: Statistical Methods for Observational Studies focuses on statistical approaches in data science, especially those relating to observational studies.  This course can also be chosen independently for those students that wish to learn about observational studies in general.  Students will learn about the distinction of causal analysis vs. association studies and the consequences for appropriately choosing statistical methods for data analysis.  Sources of bias in observational studies and statistical methods to tackle these are discussed.  This 1 credit course is taught with hands-on exercises and the student is expected to be comfortable with algorithmic approaches and computer programming.

Grade Mode: Standard
Instructional Method: Lecture
Prerequisites: BIOE 811, BIOE 821, BIOE 805 Using R for Biostatistics I (or equivalent), and consent of instructor
Term offered: Fall

Fall - Instructor of Record: Fridtjof Thomas



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