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DS 325 - Adv Stats for Data Science-WI

DS 325 - Adv Stats for Data Science-WI

3.00 Cr
In this course we will learn about data analytics through the lens of data wrangling, statistical graphics, modern regression tools, and the ethical issues associated with the entire data pipeline. Our statistical graphics focus will examine both single variable and multivariable plots, using both discrete and continuous variables. We will review simple linear regression before delving into validity of models and transformations, weighted least-squares, multiple linear regression, variable selection, logistic regression, and mixed models. This class will include several writing projects.
Term: 
2021FA
Method: 
LEC
Faculty: 
Fasteen, Jodi
Sullivan, Eric