course-overview.qmd

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title: "STA 210: Regression Analysis"
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Learn approaches for analyzing multivariate data sets, emphasizing analysis of variance, linear regression, and logistic regression.
Learn techniques for checking the appropriateness of proposed models, such as residual analyses and case influence diagnostics, and techniques for selecting models.
Gain experience dealing with the challenges that arise in practice through assignments that utilize real-world data.
This class emphasizes data analysis over mathematical theory.

![](images/background-bikeshare.png){fig-alt="A series of six, generic data visualizations: a scatterplot, a density plot, a contour plot, a line plot, a box plot, and another scatterplot." width="700"}