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gcohenfr committed Sep 18, 2023
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### Course Description

Data analysis using statistical models and algorithms (e.g., linear and logistic regression, peeking, bandit, and variable selection algorithms) in case studies from different disciplines. Generative versus out-of-sample predictive models. Reproducible and transparent workflows for computer scripts and reports.
Data analysis using statistical models and algorithms (e.g., linear and logistic regression, peeking, bandit, and variable selection algorithms) in case studies from different disciplines. Generative versus out-of-sample predictive models. Reproducible and transparent workflows for computer scripts and reports. Class notes by Gabriela Cohen Freue can be found [here](https://ubc-stat.github.io/stat301book/intro.html)


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## Schedule

Class notes can be found [here](https://ubc-stat.github.io/stat301book/intro.html)

<table id="course-schedule">
<caption>Table 1: Course Calendar</caption>
<thead>
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### Textbooks

- Class notes by Gabriela Cohen Freue can be found [here](https://ubc-stat.github.io/stat301book/intro.html)

- James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). An introduction to statistical learning: With applications in R.
- Available ONLINE at UBC Library: http://resolve.library.ubc.ca/cgi-bin/catsearch?bid=6667014
- Rafael Irizarry. Introduction to Data Science.
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