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Your search for courses · during 23FA · taught by ckelling · returned 3 results
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STAT 220 Introduction to Data Science 6 credits
This course will cover the computational side of data analysis, including data acquisition, management, and visualization tools. Topics may include: data scraping, data wrangling, data visualization using packages such as ggplots, interactive graphics using tools such as Shiny, supervised and unsupervised classification methods, and understanding and visualizing spatial data. We will use the statistics software R in this course.
- Fall 2023
- Formal or Statistical Reasoning Quantitative Reasoning Encounter
- Statistics 120, Statistics 230 or Statistics 250
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STAT 230 Applied Regression Analysis 6 credits
A second course in statistics covering simple linear regression, multiple regression and ANOVA, and logistic regression. Exploratory graphical methods, model building and model checking techniques will be emphasized with extensive use of statistical software to analyze real-life data.
- Fall 2023
- Formal or Statistical Reasoning Quantitative Reasoning Encounter
- Statistics 120, Statistics 250, Psychology 200, or AP Statistics Exam score of 4 or 5.
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STAT 400 Integrative Exercise 6 credits
Either a supervised small-group research project or an individual, independent reading. Required of all senior majors.
- Fall 2023
- Senior Statistics major. Students are strongly encouraged to complete Statistics 230 and Statistics 250 before starting this course