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STAT 240

Data Science Modeling I

University of Wisconsin-Madison 4 credits STAT

Course Description

Introduces reproducible data management, modeling, analysis, and statistical inference through a practical, hands-on case studies approach. Topics include the use of an integrated statistical computing environment, data wrangling, the R programming language, data graphics and visualization, random variables and concepts of probability including the binomial and normal distributions, data modeling, statistical inference in one- and two- sample settings for proportions and means, simple linear regression, and report generation using R Markdown with applications to a wide variety of data to address open-ended questions.

Code
STAT 240
Credits
4
Subject
STAT

Programs That Include This Course

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