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STAT 340

Data Science Modeling II

University of Wisconsin-Madison 4 credits STAT

Course Description

Teaches how to explore, model, and analyze data using R. Topics include basic probability models; the central limit theorem; Monte Carlo simulation; one- and two-sample hypothesis testing; Bayesian inference; linear and logistic regression; ANOVA; the bootstrap; random forests and cross-validation. Features the analysis of real-world data sets and the communication of findings in a clear and reproducible manner within a project setting.

Code
STAT 340
Credits
4
Subject
STAT

Programs That Include This Course

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